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
80
Categories are editorial and unscored; membership never moves a score. Ungraded vendors sort after measured ones and are never coerced to zero. Score version 28.
| Vendor | Website score | Reach | Read | Quote | Findings | llms.txt | Entity map | Measured |
|---|---|---|---|---|---|---|---|---|
| SEOWriting.ai seowriting.ai | 90 A | 88 | 88 | 95 | 3 | present | absent | 2026-10-04 23:19Z |
| Koala koala.sh | 87 A | 91 | 86 | 81 | 2 | absent | absent | 2026-10-07 08:19Z |
| MarketMuse marketmuse.com | 85 C | 84 | 89 | 83 | 5 | absent | absent | 2026-10-07 16:17Z |
| SEOVendor seovendor.co | 85 C | 88 | 88 | 77 | 3 | absent | absent | 2026-10-04 23:18Z |
| Machined machined.ai | 84 C | 100 | 80 | 67 | 5 | absent | absent | 2026-10-07 14:21Z |
| Writesonic writesonic.com | 83 C | 89 | 80 | 79 | 2 | present | absent | 2026-10-05 20:18Z |
| Junia AI junia.ai | 82 C | 86 | 85 | 75 | 3 | absent | absent | 2026-10-07 06:19Z |
| Scalenut scalenut.com | 82 B | 86 | 78 | 79 | 3 | absent | absent | 2026-10-04 21:21Z |
| Frase frase.io | 80 C | 96 | 85 | 54 | 2 | present | absent | 2026-10-05 21:18Z |
| NeuronWriter neuronwriter.com | 80 C | 87 | 79 | 73 | 4 | absent | absent | 2026-10-04 07:17Z |
| Surfer surferseo.com | 80 C | 89 | 75 | 74 | 4 | absent | absent | 2026-10-05 21:17Z |
| WordLift wordlift.io | 80 C | 88 | 75 | 74 | 3 | present | absent | 2026-10-05 14:18Z |
| InLinks inlinks.com | 77 C | 78 | 73 | 79 | 5 | absent | absent | 2026-10-07 04:19Z |
| Alli AI alli.ai | 71 C | 78 | 81 | 51 | 3 | absent | absent | 2026-10-05 23:17Z |
| Clearscope clearscope.io | 68 D | 81 | 85 | 35 | 3 | absent | absent | 2026-10-05 21:18Z |
| Byword byword.ai | 65 C | 78 | 90 | 22 | 3 | present | absent | 2026-10-06 05:18Z |
| Article Forge articleforge.com | 59 D | 56 | 68 | 54 | 5 | absent | absent | 2026-10-06 01:17Z |
| LongShot AI longshot.ai | 57 D | 76 | 79 | 9 | 3 | absent | absent | 2026-10-07 13:17Z |
| Outranking outranking.io | 51 D | 64 | 77 | 9 | 6 | absent | absent | 2026-10-07 22:20Z |
| 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/seowriting — slugs in any order resolve to one canonical page.