AI classifier atlas · stage 15 of 16
How the answer is written: its format, tone, sections and caveats.
97 labels, plus 37 spellings merged into them. Field names gpt-oss writes when asked to describe its evaluation; not OpenAI internals.
caution_answerWhen writing the answer, a version that leads with risks and things to check, used when a query is risky, such as hiring a contractor for structural work.
What you can do: Show license, insurance and permits clearly so you pass the checks such answers tell users to make.
answer.presentation · also called careful_response, risk_warning
budget_mode_answerWhen writing the answer, the version aimed at users on a tight budget, putting cheaper options and money-saving tips first, such as low-cost movers.
What you can do: Publish price ranges and any budget options or discounts you offer.
answer.presentation (was offer.fit in the provisional inventory: Mode answer is a rule about how the answer is written) · also called cost_sensitive_response, affordable_option · same label written as budget
Checked by The claims your site makes: years, prices, refund window
emergency_answerWhen writing the answer, the version for urgent needs, such as a burst pipe or a fallen tree, putting fast response and availability now ahead of everything else.
What you can do: State 24/7 or after-hours availability and response times on your site, and keep hours identical across listings.
answer.presentation · also called urgent_response, crisis_answer · same label written as emergency_mode_answer, emergencia_answer, emergency_now_answer, urgence_answer
Checked by Your hours, day by day, everywhere they are printed
Used in 1 of 100 census runs this week: “true”
value_answerWhen writing the answer, the version that recommends the best value for money rather than the cheapest or the most premium.
What you can do: State what your price includes, such as warranty, cleanup or parts, alongside the price.
answer.presentation (was offer.fit in the provisional inventory: Mode answer is a rule about how the answer is written) · also called worth_answer, benefit_response · same label written as value_mode_answer, value
Used in 1 of 100 census runs this week: “1”
family_mode_answerWhen writing the answer, the version aimed at families, putting kid-friendly, safe and family-priced options first, such as a family dentist or campground.
What you can do: Say what you offer families: ages served, safety measures, family pricing and kid-friendly features.
answer.presentation · also called family_focused_response, family_centric_answer · same label written as family, family_answer
corporate_mode_answerWhen writing the answer, the version aimed at business customers, such as offices needing cleaning or catering, putting capacity, contracts and professionalism first.
What you can do: Have a commercial page listing business clients, capacity, insurance and contract options.
answer.presentation · also called business_mode_response, corporate_focus_answer · same label written as corporate
if_noWhen writing the answer, a branch telling the user what to do if a condition is not met, such as "if no one offers same-day service, try this option".
action.handoff (was answer.presentation in the provisional inventory: Tells user what to do next under a condition) · also called negative_response, alternative_if_no
if_yesWhen writing the answer, a branch telling the user what to do if a condition holds, such as "if your roof is under warranty, call the original installer first".
action.handoff (was answer.presentation in the provisional inventory: Tells user what to do next under a condition) · also called positive_response, alternative_if_yes
luxury_mode_answerWhen writing the answer, the version for users wanting high-end options, such as a luxury home builder or high-end salon, putting premium quality and exclusivity first.
What you can do: Describe premium services, materials and notable projects with concrete detail.
answer.presentation (was offer.fit in the provisional inventory: Mode answer is a rule about how the answer is written) · also called premium_mode_response, luxury_focused_answer · same label written as high_end_mode_answer, luxury, upscale, luxury_answer
weddingWhen writing the answer, the version for wedding queries, such as florists, photographers or venues, putting wedding experience and availability first.
What you can do: Have a wedding page with packages, capacity, past weddings and booking lead time.
answer.presentation · also called marriage_answer, nuptial_response · same label written as wedding_mode_answer
adventure_mode_answerWhen writing the answer, the version for users seeking adventure, such as guided rafting or off-road tours, putting experiences and excitement first.
What you can do: Describe activities, difficulty levels, safety measures and what is included in each trip.
answer.presentation · also called exploration_mode_response, adventure_focused_answer · same label written as adventure
buyerWhen writing the answer, the version aimed at someone buying, such as a home buyer choosing an agent or a customer choosing a car dealer.
What you can do: Have a buyer-focused page explaining how you help buyers and in which areas.
answer.presentation · also called customer_response, purchaser_answer · same label written as buyer_mode_answer
cosmetic_answerWhen writing the answer, the version for queries about looks, such as cosmetic dentistry or exterior painting, putting visible results and style first.
What you can do: Publish a captioned before-and-after gallery.
answer.presentation · also called appearance_response, aesthetic_answer
independent_local_answerWhen writing the answer, the version that favours independent, locally owned businesses over chains, such as a family-run hardware store or local bakery.
What you can do: State that you are locally owned and independent, where you are based, and how long you have served the area.
answer.presentation · also called local_focus_response, independent_answer
Checked by The places your site names against your Business Profile
overall_quality_mode_answerWhen writing the answer, the version that ranks candidates by overall quality, combining workmanship, reviews, credentials and reliability rather than price.
What you can do: Show credentials, warranties and detailed reviews; keep facts consistent across site and listings.
answer.presentation · also called quality_assessment_response, performance_mode_answer · same label written as quality_answer, quality_mode_answer
pet_friendly_mode_answerWhen writing the answer, the version for pet owners, putting pet-friendly options first, such as campgrounds allowing dogs or cleaners using pet-safe products.
What you can do: State your pet policy plainly: pets allowed, fees, size limits, pet-safe products.
answer.presentation · also called pet_accommodating_response, animal_friendly_answer
premium_answerWhen writing the answer, the version that highlights the top-tier, higher-priced option, such as a premium detailer or master electrician.
What you can do: Explain what your premium service includes and why, with specifics.
answer.presentation (was offer.fit in the provisional inventory: Mode answer is a rule about how the answer is written) · also called high_quality_response, top_tier_answer · same label written as premium, premium_mode_answer
private_party_mode_answerWhen writing the answer, the version for private events, such as birthday parties or private dinners, putting private rooms, custom menus and capacity first.
What you can do: Have a private events page with room sizes, capacity, minimums and booking details.
answer.presentation · also called exclusive_event_response, private_event_answer · same label written as private_party
project_answerWhen writing the answer, the version for a planned project rather than an urgent fix, such as a kitchen remodel or new fence, focusing on scope, timeline and portfolio.
What you can do: Show project examples with scope, timeline and cost range, and explain your project process.
answer.presentation · also called task_response, initiative_answer · same label written as project_mode_answer, projet_answer
red_flag_questionsWhen writing the answer, a list of questions the user should ask a business before hiring, such as "are you licensed and insured?" or "is the quote written?".
What you can do: Answer common vetting questions on your site, such as license, insurance, warranty and written quotes.
action.handoff (was answer.presentation in the provisional inventory: Questions the user should ask before hiring) · also called warning_signs, concern_questions
sellerWhen writing the answer, the version aimed at someone selling, such as a homeowner choosing a listing agent or a person selling a car.
What you can do: Have a seller-focused page with listing results and what your selling service includes.
answer.presentation · also called vendor, provider · same label written as seller_mode_answer
airportWhen writing the answer, the tag for airport-related answers, such as shuttles, parking or hotels near an airport.
What you can do: State which airports you serve, pickup points and travel times on your site.
answer.presentation · also called aerodrome, flight hub · same label written as airport_transfer_mode_answer
Checked by The places your site names against your Business Profile
bali_inspired_answerWhen writing the answer, the version for queries asking for a Bali style, such as a Bali-inspired spa, garden design or decor.
What you can do: If you offer this style, name it explicitly on the site with photos.
answer.presentation · also called Bali-themed, Bali-inspired
before_actionWhen writing the answer, a section listing what the user should do before acting, such as getting three quotes or checking a license before hiring a roofer.
What you can do: Make the facts users are told to check, such as license, insurance and written quotes, easy to find.
action.handoff (was answer.presentation in the provisional inventory: Steps the user should take before acting) · also called preparation, prior steps
Used in 1 of 100 census runs this week: “list pest control companies operating in Charlotte, NC”
boutiqueWhen writing the answer, the tag for the boutique version, recommending small specialized businesses such as a boutique hotel or specialty bakery.
What you can do: Explain what makes you specialized: niche, small capacity, personal service.
answer.presentation · also called specialty, exclusive · same label written as boutique_mode_answer
budget_sensitive_portfolio_answerWhen writing the answer, the version for users with limited funds who still want options across a range, such as financial advisors with low minimums or contractors with phased payment plans.
What you can do: State minimums, fees and payment or phasing options plainly.
answer.presentation (was offer.fit in the provisional inventory: Mode answer is a rule about how the answer is written) · also called cost-conscious, affordable options
Checked by The claims your site makes: years, prices, refund window
casualWhen writing the answer, the tag for a relaxed version or casual setting, such as laid-back restaurants or informal event venues.
What you can do: Describe your atmosphere and dress code in plain words.
answer.presentation · also called informal, easygoing
community_mode_answerWhen writing the answer, the version that leans on community opinion and local ties, recommending businesses that locals vouch for.
What you can do: Be active and accurate on local review sites and community groups.
answer.presentation · also called community perspective, social approach
complex_high_net_worth_answerWhen writing the answer, the version for wealthy clients with complex needs, such as financial advisors, estate lawyers or tax specialists handling multiple assets.
What you can do: State client types you serve, minimums, credentials and complex cases you handle.
answer.presentation · also called wealth management, affluent clients
complex_or_specialty_systems_answerAnswer-stage label for an answer written for a job involving complicated or specialist equipment, such as a geothermal heat pump or a commercial fire-suppression system, where the model favours providers who show they handle that system specifically.
What you can do: Name the specific systems and brands you install or service on their own pages, with certifications for each.
service.fit (was answer.presentation in the provisional inventory: Favours providers who handle the specific specialty system) · also called specialty systems, complex systems
compliance_answerAnswer-stage label for an answer built around rules and standards: permits, code, licensing or safety regulations. For an electrician, the model leads with who is licensed and pulls permits.
What you can do: State license numbers, permit handling and the codes or standards you work to, and keep them consistent with the licensing board listing.
credentials.status (was answer.presentation in the provisional inventory: About licensing, permits and regulatory compliance of providers) · also called regulatory, standards compliance · same label written as regulatory_mode_answer
consulta_detallada_answerAnswer-stage label (Spanish, "detailed consultation") for an answer aimed at someone who wants a thorough consultation before hiring, such as an in-home design visit or a long first meeting with a lawyer.
What you can do: Describe what your consultation includes, how long it takes, whether it is free, and how to book it.
query.intent (was answer.presentation in the provisional inventory: User wants a thorough consultation before hiring) · also called detailed consultation, in-depth advice
contemporaryAnswer-stage label for an answer tuned to a user who wants a modern or current style or approach, such as a contemporary kitchen remodel or up-to-date salon techniques.
What you can do: Show recent work in a current style with photos and plain descriptions of the styles and methods you offer.
offer.fit (was answer.presentation in the provisional inventory: Matching the candidate offer on modern style) · also called modern, current · same label written as modern_style_mode_answer
Used in 1 of 100 census runs this week: “concise, friendly, includes contact info and why each is a good affordable option; add brief disclaimer to verify quotes.”
contested_custody_or_trials_answerAnswer-stage label for a family-law answer aimed at someone facing a contested custody case or a trial, where the model favours attorneys with stated litigation and courtroom experience.
What you can do: Say plainly that you take contested custody cases and trials, with your trial experience and the courts you appear in.
service.fit (was answer.presentation in the provisional inventory: Favours attorneys with litigation and courtroom experience) · also called custody disputes, legal trials
corporate_onsite_answerAnswer-stage label for an answer aimed at companies wanting a service delivered at their workplace, such as onsite CPR training, office massage or corporate catering.
What you can do: Have a page for onsite or corporate service: group sizes, travel area, what you bring, and how companies book.
query.context (was answer.presentation in the provisional inventory: Audience is companies wanting workplace delivery) · also called onsite corporate, business services
corrective_mode_answerAnswer-stage label for an answer aimed at someone fixing a problem or a bad earlier job, such as redoing a failed roof repair or a corrective haircut, where the model favours providers who name that work.
What you can do: State that you take on corrective or redo work and describe typical cases you fix.
service.fit (was answer.presentation in the provisional inventory: Favours providers who name corrective work) · also called corrective approach, remedial actions
costAnswer-stage label for the part of an answer dealing with what the service costs: price ranges, fees and what drives them, such as a tree removal priced by height and access.
What you can do: Publish real price ranges or starting prices and what changes them, written as text on the page.
offer.fit (was answer.presentation in the provisional inventory: About price ranges and fees of the service) · also called price, expense
Checked by The claims your site makes: years, prices, refund window
Used in 8 of 100 census runs this week: “0.1”
costo_beneficio_answerAnswer-stage label (Spanish, "cost-benefit") for an answer that weighs what a user pays against what they get, such as comparing a cheaper water heater install with a longer-warranty option.
What you can do: State what each price tier includes, such as warranty length, materials and follow-up visits, so value can be compared.
offer.fit (was answer.presentation in the provisional inventory: Weighs price against value of offers) · also called cost-benefit, value analysis
credit_increase_mode_answerAnswer-stage label for an answer aimed at someone trying to raise a credit limit or credit score, such as choosing a credit union, card or credit-repair service.
What you can do: If you offer credit-building products or services, describe eligibility, fees and what the customer gets in plain text.
query.intent (was answer.presentation in the provisional inventory: User goal is raising credit limit or score) · also called credit enhancement, credit improvement
design_build_systems_integration_answerAnswer-stage label for an answer aimed at a project where one firm both designs and builds, or ties several building systems together, such as a design-build contractor doing HVAC, electrical and controls.
What you can do: Describe your design-build process and which trades or systems you coordinate in-house versus subcontract.
service.fit (was answer.presentation in the provisional inventory: Whether firm does design-build or systems integration) · also called systems integration, design-build
design_mode_answerAnswer-stage label for an answer tuned to a user who cares most about design and look, such as choosing a landscape designer or a custom cabinet maker for their style.
What you can do: Show a portfolio with project descriptions, your design process and the styles you specialise in.
query.intent (was answer.presentation in the provisional inventory: User prioritises design and look) · also called design perspective, creative approach
eco_friendly_mode_answerAnswer-stage label for an answer aimed at a user who wants an eco-friendly option, such as a cleaner using non-toxic products or a roofer offering recycled shingles.
What you can do: Name the specific green practices, products or certifications you use, rather than a generic eco-friendly claim.
offer.fit (was answer.presentation in the provisional inventory: Matching offer on eco-friendly products or materials) · also called sustainable, green approach · same label written as sustainability_answer
economicAnswer-stage label for an answer that frames the choice in money terms: running costs, savings, payback and financing, such as solar panels or a high-efficiency furnace.
What you can do: State financing options, typical savings or payback figures and their basis, in text the model can quote.
offer.fit · also called financial, economic factors · same label written as economic_answer
emergency_leak_response_answerAnswer-stage label for an answer aimed at someone with an active leak, such as a roof leak in a storm or a burst water line, where the model favours plumbers or roofers stating fast leak response.
What you can do: Have a page for emergency leak service with response times, coverage area and a direct number.
query.intent (was answer.presentation in the provisional inventory: Emergency need of the user, emergency vs planned) · also called leak_response, emergency_leak
Checked by Your hours, day by day, everywhere they are printed
ergonomic_mode_answerAnswer-stage label for an answer tuned to a user who wants comfort and ease of use, such as an ergonomic office chair store or a mattress shop offering fittings.
What you can do: Describe the ergonomic features, fittings or adjustments you offer, with specifics rather than general comfort claims.
query.intent (was answer.presentation in the provisional inventory: User preference for comfort and ease of use) · also called user_friendly, comfort_mode
established_business_mode_answerAnswer-stage label for an answer favouring long-established businesses, such as a family-run hardware store or a plumber in business for 30 years.
What you can do: State your founding year and years in business, consistently across your site and listings.
query.intent (was answer.presentation in the provisional inventory: User preference for long-established businesses) · also called traditional_business, conventional_mode
Checked by The claims your site makes: years, prices, refund window · Term: foundingdate
eventAnswer-stage label for an answer about a specific event the user is planning or attending, such as a wedding, party or conference, shaping which vendors are suggested.
What you can do: List the event types you serve and the details people need: capacity, packages and booking lead times.
query.context (was answer.presentation in the provisional inventory: Event the user is planning is background context) · also called occurrence, happening · same label written as event_mode_answer
event_planning_mode_answerAnswer-stage label for an answer aimed at someone organising an event who needs planning or coordination help, such as a planner, venue coordinator or rental company.
What you can do: Describe the planning services you provide, what each package covers, and how far ahead clients should book.
query.intent (was answer.presentation in the provisional inventory: User needs event planning or coordination help) · also called event_coordination, planning_mode
exclusive_answerAnswer-stage label for an answer aimed at a user who wants something exclusive or hard to find, such as a private chef or an invitation-only boutique.
What you can do: State what is genuinely unique about your offer, such as limited availability or a rare service, in plain terms.
query.intent (was answer.presentation in the provisional inventory: User wants something exclusive or hard to find) · also called specialized_response, unique_answer
executive_mode_answerAnswer-stage label for an answer aimed at executives or senior decision-makers, such as executive coaching, chauffeured car service or a business-class tailor.
What you can do: Describe services for executive clients specifically, with confidentiality, scheduling and service level details.
query.context (was answer.presentation in the provisional inventory: Audience is executives or senior decision-makers) · also called leadership_mode, executive_response
fastAnswer-stage label for an answer favouring speed, such as a same-day phone repair or a quick-turnaround print shop.
What you can do: State real turnaround times and response times, such as same-day or within two hours, with the conditions.
query.intent (was answer.presentation in the provisional inventory: User preference for speed) · also called quick_response, rapid
fast_value_same_day_answerAnswer-stage label for an answer aimed at a user who wants service the same day at a fair price, such as a same-day appliance repair without emergency surcharges.
What you can do: State same-day availability and whether it costs extra, with cut-off times for same-day booking.
offer.fit · also called same_day_value, immediate_value
full_scaleAnswer-stage label for an answer aimed at a full-scale job rather than a small fix, such as a whole-house renovation or a full landscape install.
What you can do: Describe the largest projects you take on, with scope, timeline and examples.
query.scope (was answer.presentation in the provisional inventory: Full-scale job versus small fix defines request scope) · also called comprehensive, all_inclusive
full_serviceAnswer-stage label for an answer favouring providers who handle everything in one place, such as a full-service moving company that packs, moves and stores.
What you can do: List every service you offer on a services page, each with its own short description or page.
service.fit · also called comprehensive_service, all_services
Term: service
Used in 7 of 100 census runs this week: “true”
future_availability_answerAnswer-stage label for an answer about when a provider can take the job later, such as a contractor booked out for spring or a venue's open dates next year.
What you can do: Publish your booking lead time or next available dates and keep them current.
evidence.freshness (was answer.presentation in the provisional inventory: About future availability and booking dates) · also called future_options, availability_forecast
general_layperson_cpr_aed_answerAnswer-stage label for a CPR-training answer aimed at members of the public who want a basic CPR and AED course, not a healthcare certification.
What you can do: Name your public CPR/AED courses clearly, with duration, price, certifying body and schedule.
query.context (was answer.presentation in the provisional inventory: Audience is lay public, not healthcare workers) · also called layperson_cpr, basic_cpr_info
healthcare_required_aha_bls_answerAnswer-stage label for a CPR-training answer aimed at healthcare workers who need an American Heart Association BLS certification for their job.
What you can do: State which courses are official AHA BLS, that cards are issued, and the schedule and price.
credentials.status (was answer.presentation in the provisional inventory: Requires AHA BLS certification) · also called healthcare_guidelines, medical_training_info
high_value_answerAnswer-stage label for an answer aimed at a high-stakes or high-value job, such as insuring an expensive home or restoring a valuable piece, where the model favours proven providers.
What you can do: Show experience with high-value work: case examples, insurance coverage and credentials.
query.context (was offer.fit in the provisional inventory: High-stakes job is situational context) · also called valuable_response, high_importance · same label written as high_value_mode_answer
if_complete_overhaulAnswer-stage branch for the case where the user wants a complete overhaul, such as a full kitchen gut and remodel rather than a refresh, which changes which providers fit.
What you can do: Say whether you do full remodels or replacements, with examples and typical timelines.
query.scope (was answer.presentation in the provisional inventory: Complete overhaul versus refresh defines scope) · also called total_revision, full_transformation
if_modernAnswer-stage branch for the case where the user wants a modern result or current methods, such as a contemporary bathroom or newer dental techniques.
What you can do: Describe modern methods, equipment or styles you use, with recent project examples.
offer.fit (was answer.presentation in the provisional inventory: Matching offer on modern style or methods) · also called up_to_date, modern_practices
if_partial_updateAnswer-stage branch for the case where the user wants only a partial update, such as new cabinet doors instead of a full remodel, favouring providers who take smaller jobs.
What you can do: State that you take small or partial jobs, with any minimum job size.
query.scope (was answer.presentation in the provisional inventory: Partial update defines limited scope) · also called incremental_change, partial_revision · same label written as minor_update
if_very_importantAnswer-stage branch for the case where the job matters a great deal to the user, such as a wedding dress alteration or a court deadline, steering toward the most reliable options.
What you can do: Show reliability evidence: guarantees, deadlines met and reviews mentioning important occasions.
query.intent (was answer.presentation in the provisional inventory: Importance of the job to the user) · also called critical_importance, high_priority
if_vintageAnswer-stage branch for the case where the item or style is vintage, such as restoring a classic car or reupholstering antique furniture, favouring specialists in older work.
What you can do: Show vintage or antique work you have done, with photos and the eras or makes you handle.
query.context (was answer.presentation in the provisional inventory: Vintage item is background of the request) · also called classic_mode, retro
large_loss_mode_answerAnswer-stage label for an answer aimed at someone after a major loss, such as a house fire or flood, where the model favours restoration firms or public adjusters handling large claims.
What you can do: Describe large-loss work you handle, insurance claims support and response times.
query.context (was answer.presentation in the provisional inventory: Major loss situation is background context) · also called major_loss, significant_loss
local_answerAnswer-stage label for an answer grounded in the user's area, naming businesses that actually serve their city or neighbourhood, such as a pest control company covering their suburb.
What you can do: List your address and the towns you serve in text, matching your Business Profile and directory listings.
query.geography (was answer.presentation in the provisional inventory: Grounded in the user area served) · also called regional_response, local_context · same label written as local_first_answer
Checked by The places your site names against your Business Profile · Term: service-area
local_trusted_mode_answerAnswer-stage label for an answer favouring local businesses with a solid track record, such as a long-standing, well-reviewed tree service.
What you can do: Keep name, address and phone identical across your site and directories, and fix wrong or duplicate listings.
reputation.evidence (was answer.presentation in the provisional inventory: Favours local businesses with solid track record) · also called trusted_local, local_reliability
Checked by Field-by-field audit of your listings · Term: nap-consistency
long_term_mode_answerAnswer-stage label for an answer aimed at a user thinking long term, such as choosing a roof that lasts 30 years or an ongoing maintenance plan.
What you can do: State lifespans, warranties and maintenance plans you offer, with their terms.
query.intent (was answer.presentation in the provisional inventory: User thinking long term) · also called sustainable_mode, future_focused
mainstream_divorce_efficiency_answerAnswer-stage label for a family-law answer aimed at someone wanting a straightforward, fast and affordable divorce, such as an uncontested divorce with a flat fee.
What you can do: State whether you handle uncontested divorces, flat fees if any, and typical timelines.
query.intent (was answer.presentation in the provisional inventory: User wants fast, affordable uncontested divorce) · also called divorce_efficiency, common_divorce
marketing_mode_answerAnswer-stage label for an answer aimed at someone looking for marketing help, such as a local advertising agency or sign shop.
What you can do: List the marketing services you provide, the clients or industries you serve, and examples.
query.intent (was answer.presentation in the provisional inventory: User need is marketing help) · also called advertising_response, promotional_answer
men_focused_representation_answerAnswer-stage label for an answer aimed at a user who wants a provider focused on men, such as a men's divorce attorney or a barbershop.
What you can do: If you serve men specifically, say so plainly on your service pages.
query.intent (was answer.presentation in the provisional inventory: User preference for men-focused provider) · also called male-oriented_answer, masculine_representation
natureAnswer-stage label for an answer leaning toward natural or nature-themed options, such as native-plant landscaping, organic lawn care or an outdoor venue.
What you can do: Name natural products, native plants or outdoor settings you offer, specifically.
offer.fit (was answer.presentation in the provisional inventory: Matching offer on natural theme) · also called eco_focused_answer, natural_theme
new_business_mode_answerAnswer-stage label for an answer aimed at someone starting a business, such as choosing a business attorney, accountant or business bank account.
What you can do: If you serve new businesses, describe startup packages, pricing and what is included.
query.context (was answer.presentation in the provisional inventory: Asker is starting a business) · also called startup_mode_answer, entrepreneurial_response
operational_mode_answerAnswer-stage label for an answer focused on how the work gets done day to day: process, logistics and reliability, such as a commercial cleaning schedule.
What you can do: Describe your process step by step: scheduling, what happens on the day, and follow-up.
query.intent (was answer.presentation in the provisional inventory: User focus on process, logistics and reliability) · also called functional_response, process_mode_answer
otherAnswer-stage catch-all label for an answer variant that fits none of the model's other modes.
answer.presentation · also called miscellaneous_answer, varied_response
overall_mode_answerAnswer-stage label for the general best-overall answer, balancing price, quality, reviews and fit rather than optimising one factor.
What you can do: Keep core facts complete and consistent: services, area, hours, prices and credentials.
evaluation.scoring (was answer.presentation in the provisional inventory: Balances multiple factors for best overall) · also called holistic_response, summary_answer
planned_answerAnswer-stage label for an answer aimed at a planned, non-urgent job, such as scheduling a kitchen remodel months ahead, where the model compares options more carefully.
What you can do: Explain how planned projects work with you: estimates, lead times and scheduling.
query.intent (was answer.presentation in the provisional inventory: Planned non-urgent need, emergency vs planned) · also called strategic_response, intended_answer
planned_policy_answerAnswer-stage label for an answer about a planned purchase governed by policy, such as an insurance policy or a scheduled service plan, focusing on terms and coverage.
What you can do: Publish the plain terms of your policies or plans: coverage, exclusions and price.
offer.fit (was answer.presentation in the provisional inventory: Focus on policy terms and coverage) · also called policy_based_answer, regulatory_response
planned_project_answerAnswer-stage label for an answer aimed at a planned project, such as a deck build next summer, favouring contractors who explain estimates and timelines.
What you can do: Describe your project process, estimate method and typical timelines on a dedicated page.
query.intent (was answer.presentation in the provisional inventory: Planned project need of the user) · also called projected_response, project_plan_answer · same label written as planned_project_mode_answer
Used in 4 of 100 census runs this week: “Intro breve reconociendo la pregunta, Lista numerada de 5 venues top con breve descripción, capacidad, punto fuerte y rango de precios, Menc”
planned_repair_answerAnswer-stage label for an answer about a scheduled, non-emergency repair, such as fixing a sagging gutter or servicing a furnace before winter.
What you can do: List the repairs you do and how to schedule them, including maintenance plans.
query.intent (was answer.presentation in the provisional inventory: Planned non-emergency repair need) · also called repair_strategy_answer, maintenance_plan
planned_replacement_answerAnswer-stage label for an answer about a planned replacement, such as replacing an aging water heater or windows, favouring providers who explain options and timing.
What you can do: Describe replacement options, brands, price ranges and installation timelines.
query.intent (was answer.presentation in the provisional inventory: Planned replacement need of the user) · also called replacement_strategy, substitution_plan
platform_led_voc_xm_answerAnswer-stage label for an answer comparing software platforms for customer feedback and experience management (VoC/XM), rather than consultancies doing the work.
What you can do: If you sell such a platform, describe its features, pricing and integrations in plain text.
query.scope (was answer.presentation in the provisional inventory: Platforms included, consultancies excluded) · also called platform_response, user_experience_answer
privateAnswer-stage label for an answer aimed at users wanting privacy or discretion, such as a private medical clinic, a discreet attorney or a private dining room.
What you can do: State your privacy and confidentiality practices and any private or by-appointment options.
query.intent (was answer.presentation in the provisional inventory: User wants privacy or discretion) · also called confidential_answer, exclusive_response
production_mode_answerAnswer-stage label for an answer about production work, such as a print shop running large orders or a video production company.
What you can do: Describe production capacity, turnaround and minimum order sizes.
service.fit (was answer.presentation in the provisional inventory: Whether provider does production work) · also called manufacturing_response, operational_answer
renterAnswer-stage label for an answer aimed at renters, such as a tenant looking for movers, renter's insurance or a tenant lawyer, rather than homeowners.
What you can do: If you serve renters, say so and explain any landlord approval or deposit issues you handle.
query.context (was answer.presentation in the provisional inventory: Asker is a renter) · also called leasing_answer, tenant_response · same label written as renter_mode_answer
residential_premium_design_answerAnswer-stage label for an answer aimed at homeowners wanting high-end residential design, such as a luxury interior designer or custom home architect.
What you can do: Show high-end residential projects with descriptions, budgets served and design process.
offer.fit · also called luxury_residential_design, high_end_home_answer
residential_value_plan_answerAnswer-stage label for an answer aimed at homeowners wanting good value on a residential job, such as an affordable bathroom refresh.
What you can do: Publish price ranges for common home jobs and what each includes.
offer.fit · also called value_based_residential_answer, cost_effective_plan
Checked by The claims your site makes: years, prices, refund window
short_term_mode_answerAnswer-stage label for an answer aimed at a quick, short-term fix, such as a temporary roof tarp or a short-term storage unit.
What you can do: State short-term or temporary options, with turnaround times and prices.
query.intent (was answer.presentation in the provisional inventory: User wants a quick short-term fix) · also called immediate_response, quick_solution
standard_mode_answerAnswer-stage label for the default answer variant, giving a standard recommendation when no special mode such as budget, luxury or emergency applies.
What you can do: Keep core facts complete and consistent: services, area, hours and contact details.
answer.presentation · also called conventional_response, baseline_answer
strategic_mode_answerAnswer-stage label for an answer aimed at long-term planning, such as choosing a financial planner or a multi-year landscaping plan.
What you can do: Describe long-term plans or relationships you offer and their terms.
query.intent (was answer.presentation in the provisional inventory: User goal is long-term planning) · also called long_term_response, planning_answer
strategy_and_transformation_answerAnswer-stage label for an answer aimed at organisations seeking strategy or transformation consulting, such as restructuring or digital transformation.
What you can do: Describe the transformation engagements you run, with case studies and outcomes.
query.intent (was answer.presentation in the provisional inventory: Organisation seeks strategy or transformation consulting) · also called change_management, transformation_response
structuredAnswer-stage label for how the answer is laid out: organised into clear sections, lists or comparisons rather than loose prose.
answer.presentation · also called organized_response, methodical_answer
Term: structured-output
Used in 23 of 100 census runs this week: “Provide a brief intro, list the top 3 recommended locksmiths with key facts (rating, reviews, license, contact), include links to their Goog”
traditionalAnswer-stage label for an answer tuned to a user who wants a traditional style or approach, such as a classic barbershop or traditional joinery.
What you can do: Describe traditional methods or styles you offer, with examples.
offer.fit (was answer.presentation in the provisional inventory: Matching offer on traditional style) · also called conventional, classic_answer
transparent_pricing_mode_answerAnswer-stage label for an answer favouring businesses with clear, published prices, such as a plumber with flat-rate pricing.
What you can do: Publish prices or price ranges in text, with what is included and any extra fees.
offer.fit · also called clear_pricing, open_cost
Checked by The claims your site makes: years, prices, refund window · Term: offer
vendor_mode_answerAnswer-stage label for an answer naming specific vendors or suppliers to contact, such as wholesale flooring suppliers or catering vendors, rather than general advice.
What you can do: Make clear what you supply, to whom, and how to order or request a quote.
answer.presentation · also called supplier_response, provider_answer
verification_mode_answerAnswer-stage label for an answer that stresses checking facts before hiring, such as confirming a contractor's license, insurance or reviews.
What you can do: Make credentials checkable: license numbers, insurer, and consistent facts across your site and listings.
action.handoff (was claims.verification in the provisional inventory: Tells user to check facts before hiring) · also called validation_response, fact_check
Checked by What AI answers say your phone, address and hours are
vertical_specialist_answerAnswer-stage label for an answer favouring specialists in one industry or niche, such as an accountant for restaurants or a roofer for historic homes.
What you can do: State your niche plainly on dedicated pages, with examples of work in it.
service.fit (was answer.presentation in the provisional inventory: Favours niche or industry specialists) · also called industry_expert, niche_response
Term: topical-authority
vintage_restore_mode_answerAnswer-stage label for an answer aimed at restoring vintage or historic items, such as classic car restoration or historic window repair.
What you can do: Show restoration work you have done, with photos and the eras or materials you handle.
service.fit (was answer.presentation in the provisional inventory: Whether provider does vintage restoration) · also called retro_response, heritage_restore
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