Agent View
The site as an AI agent gets it, beside the site as a person sees it. What it can read, what it has to cut away, and what it never sees.
Surfaced AI
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© 2026 Surfaced AI
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AI engines we test against
The rest of the page is in full screen.
[Surfaced AI](https://surfaced.so/) Reset password # Forgot your password? Enter your email and we'll send you a reset link. © 2026 Surfaced AI ## Locked out happens. A reset link takes seconds — your saved audits and score history will be right where you left them. AI engines we test against  - Track your AI Visibility Score over time - Re-scan any site in two minutes - Generate the full six-asset Full Pack
No <main>: Wrap the page’s own content in <main>, so a reader knows where it starts and stops, and Clean can be measured.
The figures
100 pages, set against the 168,113 sites with figures and 649 in software. Change is since the read on October 24, 2026.
- Readablehigher is better
- 100%100 of 100 pages
- Same as the read before
- All 168,113 sitesBetter than 47%649 software sitesBetter than 47%
Pages whose own text is in the HTML the server sends, enough of it for their kind.
- Cleanhigher is better
- 65%middle page
- Same as the read before
- All 168,113 sitesBetter than 42%649 software sitesBetter than 31%
Of the words before script, the share that are the page and not menus, footer and forms. 2 pages are not measured, with no <main> or no words.
- Costshown, never scored
- 53,710tokens
- About 537 a page
To read every page once. A long page that answers well is not worse for it. Tokens are estimated at about 4 characters each.
Readable and Clean over 4 reads
Readable from 100% to 100% and Clean from 65% to 65%, between October 23, 2026 and October 24, 2026.
How its pages spread on Clean
98 pages measured. Not measured: 2 with no <main> or no words.
Against its rivals
The sites nearest it by what they do, with figures. Close means similar work, not better.
| Readinghigher is better | Costnot scored | ||
|---|---|---|---|
| Site | Readable | Clean | Tokens a page |
| surfaced.soThis site, 100 pages | 100% | 65% | 537 |
| logicballs.com100 pages | 100% | 92% | 4,616 |
| rankdots.com100 pages | 100% | 99% | 5,814 |
First of 3 on Readable, third on Clean.
AI crawler access
What robots.txt says to each, as read on October 24, 2026. 8 of 8 may read the site.
| Crawler | robots.txt says | Used for | The line that decides |
|---|---|---|---|
| GPTBotOpenAI | Allowed | Training models | User-agent: GPTBot / Allow: / |
| OAI-SearchBotOpenAI | Allowed | ChatGPT search | User-agent: OAI-SearchBot / Allow: / |
| ChatGPT-UserOpenAI | Not named | A page a person asks about | Falls to User-agent: * |
| ClaudeBotAnthropic | Allowed | Training models | User-agent: ClaudeBot / Allow: / |
| Claude-SearchBotAnthropic | Not named | Claude’s search | Falls to User-agent: * |
| PerplexityBotPerplexity | Allowed | Perplexity search | User-agent: PerplexityBot / Allow: / |
| Google-ExtendedGoogle | Allowed | Training Gemini | User-agent: Google-Extended / Allow: / |
| bingbotMicrosoft | Not named | Bing and Copilot | Falls to User-agent: * |
Every AI crawler mttr checks may read it. Not named means the rules for every crawler apply.
Every page
Worst first. Each opens in Agent View at the top.
2 pages of 100 lose something. Pick a loss to see what to do about it.Open the action plan
| What an agent getshigher is better | Signals | Costnot scored | ||||
|---|---|---|---|---|---|---|
| Page | Words | Clean | Readable | Main heading | Tokens | What it loses |
| /forgot-password | 70 | No <main> | Yes | Yes | 159 | No <main> |
| /reset-password | 60 | No <main> | Yes | Yes | 148 | No <main> |
| /audit | 26 | 25% | Yes | Yes | 38 | Nothing |
| /tools | 112 | 45% | Yes | Yes | 228 | Nothing |
| /tools/llms-txt-generator | 184 | 60% | Yes | Yes | 302 | Nothing |
| /ai-visibility-for-builder-tools | 209 | 60% | Yes | Yes | 379 | Nothing |
| /blog/llms-txt-guide | 197 | 60% | Yes | Yes | 336 | Nothing |
| /help/how-often-to-audit | 207 | 61% | Yes | Yes | 392 | Nothing |
| /help/pages-that-earn-citations | 213 | 61% | Yes | Yes | 424 | Nothing |
| /blog/faq-schema-for-founders | 204 | 61% | Yes | Yes | 349 | Nothing |
| /help/build-entity-profile | 214 | 61% | Yes | Yes | 401 | Nothing |
| /help/site-speed-ai-visibility | 214 | 61% | Yes | Yes | 428 | Nothing |
| /help/llms-txt-vs-robots-txt | 218 | 62% | Yes | Yes | 380 | Nothing |
| /help/what-makes-content-citable | 221 | 62% | Yes | Yes | 438 | Nothing |
| /compare/surfaced-vs-ahrefs | 219 | 62% | Yes | Yes | 449 | Nothing |
| /help/how-the-score-is-calculated | 216 | 63% | Yes | Yes | 411 | Nothing |
| /help/backlinks-for-ai-visibility | 223 | 63% | Yes | Yes | 430 | Nothing |
| /help/why-my-score-changed | 226 | 63% | Yes | Yes | 425 | Nothing |
| /ai-visibility-for-agencies | 226 | 63% | Yes | Yes | 392 | Nothing |
| /help/ai-confuses-my-brand | 236 | 63% | Yes | Yes | 407 | Nothing |
| /compare/surfaced-vs-peec | 229 | 63% | Yes | Yes | 451 | Nothing |
| /compare | 217 | 63% | Yes | Yes | 432 | Nothing |
| /help/wikipedia-and-wikidata | 229 | 63% | Yes | Yes | 404 | Nothing |
| /help/how-ai-crawlers-discover-sites | 232 | 63% | Yes | Yes | 450 | Nothing |
| /help/do-i-need-llms-txt | 230 | 63% | Yes | Yes | 389 | Nothing |
Show where it stands
A card, a badge and a line, each with the figures.
A badge for the site
<a href="https://mttr.si/agent-view/surfaced.so"><img src="https://mttr.si/agent-view/surfaced.so/badge.svg" alt="Agent View: 100% readable, 65% clean" height="20"></a>
The figures in one line
surfaced.so in Agent View: 100% of pages readable, better than 47% of software sites; 65% clean; 53,710 tokens to read all 100 pages. mttr.si/agent-view/surfaced.so
What to do next
Fix the pages, let an agent do it, and read the site again to see the figures move.
Fix what agents miss
- Wrap 2 pages in <main>Clean measured
Connect your agent
Claude Code, Codex or Cursor reads the site’s fixes over MCP, fixes a page in your code, has mttr read it again, and checks the fix landed.
https://mttr.si/mcpSet up an agent
Claim the site
Prove it is yours with a DNS record or a file. Your agent can then reach its reads and jobs, and set each change to wait for your approval.
Claim the siteDrawn from the HTML mttr fetched on its read of October 24, 2026, not a screenshot, and only from the 100 pages read, where the read stopped at its page limit. An assistant’s own reader may differ. Tokens are estimated at about 4 characters each. A site an agent reads well is not a site an assistant cites.