agentspeed.

tinder.com

frozen · permalinkr2026.11.0sha fd2d068us-eastscan 3d10f215checked 2026-08-26 05:38 UTC
Compare this site →Simulate an agent task →

Publicly-generated scan via agentspeed.com. Not affiliated with tinder.com.

tinder.com is solidly ready for AI agents (composite 80, grade B). Strongest sub-score: structured data (100). Weakest: actionability (57).

Agent preview

What an AI agent fetching this site today is likely to understand. Each row is backed by a real signal that ran on this scan, or labels itself “not detected”. We never invent values.

confidence · 4/5 fields resolvedhigh
B
grade80/100
6 findings · 1 critical · 5 medium
discoverability78
readability86
structured_data100
actionability57
performance100

Based on 37 checks · 26 deterministic · 10 heuristic · 1 model-assisted. see /rubric.

Governance & crawler policy

How tinder.com declares its policy toward AI agents and crawlers. These rows are a presentation view over checks already counted under Discoverability and Readability, so they don’t add to the composite a second time.

Has robots.txtrobots_txt.presentpass
Allows well-known agentsrobots_txt.allows_known_agentspass
Declares Content-Signalrobots_txt.content_signalsfail
Supports Web Bot Authdiscoverability.web_bot_authskip
Cookie consent does not block contentauth.cookie_consent_blocks_contentpass
Crawler access
robots.txt-derived snapshotpass

robots.txt allows the major AI agents (GPTBot, ClaudeBot, PerplexityBot, …).

For a live UA-by-UA fetch matrix (status, redirects, content similarity, cloaking detection across GPTBot, ChatGPT-User, ClaudeBot, Claude-User, PerplexityBot, Google-Extended, Googlebot, Bingbot, CCBot, and a default browser), run the matrix tool against this domain.

Run live crawler matrix →Fix robots.txt →
Top fixes (6)

Findings grouped by severity. Critical and high-severity items move the composite the most; medium and low items are quality improvements. Each finding links to a full remediation page.

Critical1
weight 2

Page text too sparse to probe; agent has nothing to read.

Medium5

No HTTP Link: response headers.

weight 1

Visible text is 0.0% of HTML weight (47/568433 bytes).

Heading issues: no <h1.

No Content-Signal directives.

weight 0

The page exposes WebMCP (in-browser Model Context Protocol) so on-page agents can invoke tools without leaving the tab.

Beyond the scan

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Start watching free →How it works

first scan. History starts after the next scan.

Top findings (6)
critical
Failing: journey.primary_probe
journey.primary_probe
expand ›
What we looked for

A read-only LLM-driven probe can identify the primary offering and either its price or its primary call-to-action.

What we found
{}
Remediation

Page text too sparse to probe; agent has nothing to read.

full remediation →
Cite this findingagentspeed.com/score/tinder.com/scan/3d10f215-3418-4efa-bbae-8e9d2bf04520#journey.primary_probe
medium
Failing: robots_txt.content_signals
robots_txt.content_signals
expand ›
What we looked for

robots.txt advertises Content-Signal directives (e.g. `Content-Signal: ai-train=no, ai-summarize=yes`) that let agents respect granular usage preferences.

What we found
{}
Remediation

No Content-Signal directives. Add e.g. Content-Signal: ai-train=no, ai-summarize=yes to declare granular AI usage policy beyond binary allow/disallow.

full remediation →
See the spechttps://contentsignals.org ↗
Cite this findingagentspeed.com/score/tinder.com/scan/3d10f215-3418-4efa-bbae-8e9d2bf04520#robots_txt.content_signals
medium
Failing: discoverability.link_headers
discoverability.link_headers
expand ›
What we looked for

HTTP `Link:` response headers carry useful relations (canonical, alternate, describedby) that agents consume without parsing HTML.

What we found
{}
Remediation

No HTTP Link: response headers. Emit canonical/alternate/describedby relations so HEAD-only or stream-rendering agents get them without parsing HTML.

full remediation →
See the spechttps://datatracker.ietf.org/doc/html/rfc8288 ↗
Cite this findingagentspeed.com/score/tinder.com/scan/3d10f215-3418-4efa-bbae-8e9d2bf04520#discoverability.link_headers
medium
Failing: content.text_ratio
content.text_ratio
expand ›
What we looked for

Visible text makes up at least 15% of the rendered DOM weight.

What we found
{
  "ratio": 0.0000826834473016169,
  "htmlBytes": 568433,
  "textBytes": 47,
  "styleBytes": 263335,
  "markupBytes": 14322,
  "scriptBytes": 290729
}
Remediation

Visible text is 0.0% of HTML weight (47/568433 bytes). 51% of the document is inline script, 3% is markup.

full remediation →
Cite this findingagentspeed.com/score/tinder.com/scan/3d10f215-3418-4efa-bbae-8e9d2bf04520#content.text_ratio
medium
Warning: content.headings_hierarchy
content.headings_hierarchy
expand ›
What we looked for

Heading hierarchy is well-formed (one H1, no skipped levels).

What we found
{
  "skips": 0,
  "total": 1,
  "issues": [
    "no <h1>"
  ],
  "h1Count": 0
}
Remediation

Heading issues: no <h1>.

full remediation →
See the spechttps://www.w3.org/WAI/tutorials/page-structure/headings/ ↗
Cite this findingagentspeed.com/score/tinder.com/scan/3d10f215-3418-4efa-bbae-8e9d2bf04520#content.headings_hierarchy
medium
Failing: actionability.web_mcp
actionability.web_mcp
expand ›
What we looked for

The page exposes WebMCP (in-browser Model Context Protocol) so on-page agents can invoke tools without leaving the tab.

What we found
{}
Remediation

No WebMCP detected. On pages with first-class actions (cart, support, account), embed a WebMCP server so on-page agents invoke tools directly.

full remediation →
Cite this findingagentspeed.com/score/tinder.com/scan/3d10f215-3418-4efa-bbae-8e9d2bf04520#actionability.web_mcp
Checks (37)
Every check that ran. Switch to ELI5 for plain-language explanations.
checkstatusweightduration
actionability.web_mcpfail1.0012ms
content.text_ratiomin text ratio = 15%fail1.0014ms
discoverability.link_headersfail1.000ms
journey.primary_probemodel-assistedfail2.000ms
robots_txt.content_signalsfail1.000ms
content.headings_hierarchyrule = single H1, no skipped levelswarn1.006ms
actionability.agent_skillsskip1.000ms
actionability.commerce_protocolsskip1.000ms
coherence.jsonld_price_matches_visibleskip2.000ms
coherence.language_declared_matches_contentdetector = stopword/script profile, >=40 words, WARN-onlyskip1.000ms
content.js_required_for_primary_contentdetector = no-JS visibility heuristicskip2.000ms
discoverability.api_catalogskip1.000ms
discoverability.mcp_server_cardskip1.000ms
discoverability.oauth_authorization_serverskip1.000ms
discoverability.oauth_protected_resourceskip1.000ms
discoverability.web_bot_authskip1.000ms
operability.filters_addressableskip2.0014ms
operability.primary_action_in_domskip2.006ms
performance.full_render_msthreshold = 4sskip1.000ms
readability.markdown_negotiationskip1.000ms
auth.cookie_consent_blocks_contentdetector = consent overlay heuristicpass2.0016ms
auth.paywall_or_login_wall_on_landingdetector = paywall/login-wall heuristicpass2.005ms
coherence.jsonld_name_matches_visiblepass1.001ms
llms_txt.presentpass0.001ms
markup.canonicalpass2.0021ms
markup.languagepass1.000ms
markup.meta_descriptionpass2.0013ms
markup.titlepass2.005ms
performance.payload_kbthreshold = 3MBpass1.000ms
performance.ttfb_msthreshold = 800mspass1.000ms
reachability.statuspass2.000ms
robots_txt.allows_known_agentspass2.002ms
robots_txt.presentpass1.000ms
sitemap.presentpass2.000ms
structured_data.jsonld_presentpass2.000ms
structured_data.type_coveragematch = type-to-purpose inferencepass1.001ms
structured_data.validatespass2.000ms

Sorted failures first. Every row was produced by the scan on 2026-08-26 05:38 UTC. Each check is defined in /rubric §6.

Competitive context

How tinder.com compares against other saas domains scanned by AgentSpeed. Peer average requires ≥ 3 peers; percentile requires ≥ 9. Empty values mean we’re still gathering data.

categorySaaS
peers51
peer average73.0
top in category96.0
percentile88%
SaaS leaderboard →All leaderboards →
Reproduce this scan

This scan is content-addressable. Download the JSON and confirm that the composite matches score(rubric, checks) for the referenced rubric. Re-running the command below executes against the current rubric; scores agree within ±1 point unless the target site changed.

↓ Download scan.json→ View rubric
rubricr2026.11.0
rubric shafd2d068
regionus-east
user-agentAgentSpeedBot/1.0
viewport1280x800
finished2026-08-26T05:38:17Z
POST /api/scans: run a fresh scan
curl -sS -X POST https://agentspeed.com/api/scans \
  -H 'content-type: application/json' \
  -d '{"url": "https://tinder.com"}'
Download this scan: scan.json (cache-forever, immutable). Includes per-check raw values, rubric sha, and the full finding list with remediation.
What AgentSpeed scanned

What AgentSpeed scanned

Every scan is based on public website behaviour, fetched from a public client, no auth, no plugins, no private data. The nine signals below are what AgentSpeed reads about your site.

Embed an AgentSpeed badge

Show your AgentSpeed score in your README, footer, or sales deck. Four variants below; each is a static SVG served from /badge/<your-domain> with no JS, no tracking, no API calls. Documentation: /docs/badge.

Dark220×32

Default. Brand mark + grade + score on a dark base. Pairs well with most footers and READMEs.

AgentSpeed B 80/100
HTML snippet
<a href="https://agentspeed.com/score/tinder.com" target="_blank" rel="noopener">
  <img src="https://agentspeed.com/badge/tinder.com?variant=dark" alt="AgentSpeed grade B for tinder.com" width="220" height="32" />
</a>
Markdown snippet
[![AgentSpeed grade B for tinder.com](https://agentspeed.com/badge/tinder.com?variant=dark)](https://agentspeed.com/score/tinder.com)
Light220×32

Same dimensions as the dark variant; light background with dark text. For light-mode docs and pages.

AgentSpeed B 80/100
HTML snippet
<a href="https://agentspeed.com/score/tinder.com" target="_blank" rel="noopener">
  <img src="https://agentspeed.com/badge/tinder.com?variant=light" alt="AgentSpeed grade B for tinder.com" width="220" height="32" />
</a>
Markdown snippet
[![AgentSpeed grade B for tinder.com](https://agentspeed.com/badge/tinder.com?variant=light)](https://agentspeed.com/score/tinder.com)
Compact130×32

Brand mark + grade only. Use when you have horizontal space constraints.

AgentSpeed B
HTML snippet
<a href="https://agentspeed.com/score/tinder.com" target="_blank" rel="noopener">
  <img src="https://agentspeed.com/badge/tinder.com?variant=compact" alt="AgentSpeed grade B for tinder.com" width="130" height="32" />
</a>
Markdown snippet
[![AgentSpeed grade B for tinder.com](https://agentspeed.com/badge/tinder.com?variant=compact)](https://agentspeed.com/score/tinder.com)
Score-only60×32

Just the grade chip. Smallest variant, fits inline next to a heading or metric.

A·S B
HTML snippet
<a href="https://agentspeed.com/score/tinder.com" target="_blank" rel="noopener">
  <img src="https://agentspeed.com/badge/tinder.com?variant=score-only" alt="AgentSpeed grade B for tinder.com" width="60" height="32" />
</a>
Markdown snippet
[![AgentSpeed grade B for tinder.com](https://agentspeed.com/badge/tinder.com?variant=score-only)](https://agentspeed.com/score/tinder.com)
Certified250×32

Shows your certification tier while your certificate is valid; falls back to the score badge when it is not.

AgentSpeed B 80/100
HTML snippet
<a href="https://agentspeed.com/score/tinder.com" target="_blank" rel="noopener">
  <img src="https://agentspeed.com/badge/tinder.com?variant=certified" alt="AgentSpeed grade B for tinder.com" width="250" height="32" />
</a>
Markdown snippet
[![AgentSpeed grade B for tinder.com](https://agentspeed.com/badge/tinder.com?variant=certified)](https://agentspeed.com/score/tinder.com)
FAQ
What does this AgentSpeed score mean?expand ›

The composite is a 0–100 weighted average of five sub-scores measuring how well a website performs for AI agents (ChatGPT, Claude, Perplexity, Operator, etc.). The full rubric (every check, weight, and grade band) is published at /rubric.

Is this an official score from the website owner?expand ›

No. AgentSpeed scores are publicly generated against tinder.com's public surfaces (robots.txt, sitemap, the landing URL, /llms.txt, /.well-known/* discovery endpoints). AgentSpeed is not affiliated with or endorsed by tinder.com. The score reflects what we observed at scan time, nothing more.

How often is this site scanned?expand ›

Public scans happen when someone submits the URL on the homepage. Once a domain is claimed in the (forthcoming) monitoring tier, the site is rescanned daily and a history is kept. For now, every public score reflects the most recent submission.

How can this score be improved?expand ›

Each failing check on the page expands to a remediation step with the exact change to make. The "Top fixes" section ranks them by score impact. Most domains move 5–10 points by adding an llms.txt, allowing well-known agent user-agents in robots.txt, and emitting JSON-LD that matches the page purpose.

What rubric version was used?expand ›

This scan was computed against rubric r2026.11.0. The rubric is versioned and immutable: historical scans always render against the rubric they were computed on, even after a new version ships. The current rubric and its full changelog are at /rubric.