Vendor website benchmark · category
Content and GEO vendors, measured on their own websites
Content and generative-engine-optimisation platforms. What each vendor's own site serves to crawlers, not what its editor produces for a customer.
Listed
20
Currently measurable
20
Median website score
75
Categories are editorial and unscored; membership never moves a score. Ungraded vendors sort after measured ones and are never coerced to zero. Score version 25.
| Vendor | Website score | Reach | Read | Quote | Findings | llms.txt | Entity map | Measured |
|---|---|---|---|---|---|---|---|---|
| Koala koala.sh | 87 A | 100 | 82 | 75 | 2 | absent | absent | 2026-09-18 03:03Z |
| MarketMuse marketmuse.com | 87 C | 92 | 85 | 83 | 5 | absent | absent | 2026-09-18 03:38Z |
| Junia AI junia.ai | 85 C | 90 | 84 | 78 | 3 | absent | absent | 2026-09-18 03:03Z |
| SEOVendor seovendor.co | 85 C | 92 | 85 | 77 | 3 | absent | absent | 2026-09-18 03:13Z |
| Machined machined.ai | 81 C | 100 | 70 | 67 | 5 | absent | absent | 2026-09-18 03:05Z |
| Writesonic writesonic.com | 81 C | 88 | 75 | 79 | 2 | present | absent | 2026-09-18 03:33Z |
| Scalenut scalenut.com | 80 B | 88 | 70 | 79 | 2 | absent | absent | 2026-09-18 03:38Z |
| Surfer surferseo.com | 77 C | 86 | 69 | 74 | 4 | absent | absent | 2026-09-18 03:34Z |
| NeuronWriter neuronwriter.com | 75 C | 84 | 65 | 73 | 3 | present | absent | 2026-09-18 18:18Z |
| WordLift wordlift.io | 75 C | 89 | 57 | 74 | 3 | present | absent | 2026-09-18 03:28Z |
| SEOWriting.ai seowriting.ai | 74 F | 72 | 90 | 62 | 5 | absent | absent | 2026-09-18 03:14Z |
| InLinks inlinks.com | 73 C | 75 | 65 | 78 | 5 | absent | absent | 2026-09-18 03:03Z |
| Frase frase.io | 72 C | 87 | 70 | 54 | 2 | present | absent | 2026-09-18 03:34Z |
| Byword byword.ai | 69 C | 89 | 90 | 22 | 3 | present | absent | 2026-09-18 02:42Z |
| Clearscope clearscope.io | 65 D | 82 | 73 | 35 | 3 | absent | absent | 2026-09-18 03:34Z |
| Alli AI alli.ai | 64 C | 68 | 70 | 51 | 2 | absent | absent | 2026-09-18 03:35Z |
| Article Forge articleforge.com | 53 D | 42 | 67 | 54 | 5 | absent | absent | 2026-09-18 00:19Z |
| LongShot AI longshot.ai | 47 D | 56 | 73 | 9 | 3 | absent | absent | 2026-09-18 03:05Z |
| Outranking outranking.io | 45 D | 56 | 67 | 9 | 6 | absent | absent | 2026-09-18 20:20Z |
| Content at Scale contentatscale.ai | 36 F | 34 | 73 | 0 | 4 | absent | absent | 2026-09-18 02:48Z |
Compare within this category
Open any two to four of these side by side: /directory/compare/koala/marketmuse — slugs in any order resolve to one canonical page.