scanned 2026-08-21 15:15 UTC · cached · refresh in 0h · rubric 2026.11.0
○Unverified public scan
At risk
AgentSpeed tests how easily automated agents can discover, understand, and act on temu.com. The score weights five categories of machine-readability; the ticks on the arc are the 37 individual checks behind it.
Send this to whoever edits the site. The link shows the score and grade as a preview card, and it stays current: it re-reads the latest scan rather than freezing today’s number.
Top fixes
Checks tagged “emerging” are 2026 agent-protocol standards most of the web hasn’t adopted yet. Adopting early is an edge, not a defect.
failSitemap present+3 ptsDiscoverability
No reachable sitemap.xml. Publish one and reference it in robots.txt.
Show me exactly what to do
What this means
A sitemap is a machine-readable list (sitemap.xml) of every page on your site. It is how crawlers find pages that aren’t linked from your homepage.
Why it matters
Agents discovering your site crawl outward from the pages they know. Without a sitemap, anything not linked from a top-level page (docs, older articles, product variants) may simply never be read, so it can’t be quoted or recommended.
Do this
Most platforms generate one automatically: Next.js (app/sitemap.ts), WordPress (Yoast/Rank Math), Shopify and Wix (built in). Turn it on rather than hand-writing.
Add a "Sitemap: https://yoursite.com/sitemap.xml" line to robots.txt so crawlers find it.
Submit it once in Google Search Console and Bing Webmaster Tools for the search side.
Don’t lose this report
Get it in your inbox now, plus a heads-up whenever temu.com’s agent-readiness score changes. Free, unsubscribe anytime.
Prefer we just watch it for you? Monitor rescans weekly and emails what changed, $29/mo. Start monitoring →
Fix it
Generated, ready-to-ship files for the gaps above. Copy them, or download and drop them into your repo.
Reference a sitemap
Publish /sitemap.xml and add this line to robots.txt.
Sitemap: https://temu.com/sitemap.xml
This scan graded one page. Your site is more than one page.
Weakest on this scan: discoverability, 36/100 — the signals agents use to find and navigate this site are thin or missing.
This graded your homepage. Your pricing, docs, and checkout live on other pages: the ones assistants actually quote when they recommend you. A 65/100 here means agents are already missing things on the page you polish most. The $29 Deep Scan grades your homepage plus up to 10 more pages we discover, against all 37 checks, then emails a PDF with every failing check and its exact fix, ranked by what costs you the most visibility. One-time, delivered in minutes, no subscription.
Get this report by email, then a heads-up when temu.com’s agent-readiness actually changes: a check regressing, or the composite dropping.
Two things never trigger an email: a score change caused by us publishing a new rubric, because that is a different instrument rather than a change to your site, and movement explained only by timing-derived checks, which shift run to run on a site nobody touched.
Want it on your own schedule, with Slack or a webhook instead of email? Score-drift monitoring is on every paid plan.
This score says whether an AI agent could read temu.com. AI traffic analytics says whether one actually came, and which pages turned it away.
Full breakdown
17 pass1 warn15 fail4 skip
Discoverability
pass
robots.txt present
A robots.txt is reachable at the site root.
100/100
pass
robots.txt allows AI agents
All 9 answer-time access agents allowed.
100/100
fail
Content-Signal directivesemerging
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.
0/100
pass
llms.txt present
Found /llms.txt but missing H1 header and markdown links. Not scored.
100/100
fail
Sitemap present
No reachable sitemap.xml. Publish one and reference it in robots.txt.
0/100
fail
Link response headers
No HTTP Link: response headers. Emit canonical/alternate/describedby relations so HEAD-only or stream-rendering agents get them without parsing HTML.
0/100
pass
Canonical URL
Canonical points to self: https://www.temu.com/.
100/100
fail
MCP server cardemerging
No valid MCP Server Card at /.well-known/mcp/server-card.json. Publish one so agents can discover your tools without HTML scraping.
0/100
fail
OAuth authorization metadataemerging
No RFC 8414 metadata at /.well-known/oauth-authorization-server. Agents that act on behalf of users need this to discover your authorization endpoints.
0/100
fail
OAuth resource metadataemerging
No RFC 9728 metadata at /.well-known/oauth-protected-resource. Publish it so agents can discover required scopes without hand-coded credentials.
0/100
fail
API catalog / OpenAPIemerging
No /.well-known/api-catalog (RFC 9727) and no /openapi.json|yaml. Publish one so agents that integrate with APIs can discover your endpoints.
0/100
fail
Web Bot Authemerging
No Web Bot Auth JWKS at /.well-known/http-message-signatures-directory.json. Publish one to allow trusted agents while keeping a default-deny posture for the rest.
0/100
Readability
fail
Markdown negotiationemerging
Accept: text/markdown returns HTML, not markdown. Serve a markdown variant of primary content when requested; agents summarize and cite it more reliably.
0/100
fail
Text-to-markup ratio
Visible text is 0.2% of HTML weight (1123/495178 bytes). 83% of the document is inline script, 12% is markup.
2/100
pass
Content without JavaScript
Primary content is present in the initial HTML — agents without JS can read it. (Measured statically; a rendered comparison was not run because the static reading sufficed.)
90/100
warn
Heading hierarchy
Heading issues: no <h1>.
75/100
pass
Cookie wall blocks content
No common consent-modal markers detected.
100/100
pass
Declared language
Declared lang="en" with 173 well-formed hreflang alternate(s).
100/100
pass
Page title
A concise <title> is present (64 chars).
100/100
pass
Meta description
A well-sized meta description is present (188 chars).
Page intent unclear; no specific schema.org type expected.
100/100
Coherence: do your channels agree?
skip
JSON-LD price matches the visible priceemerging
No price declared in JSON-LD, so there is nothing to cross-check. (Whether a price SHOULD be declared is the structured-data checks’ question.)
—
pass
JSON-LD name appears on the pageemerging
Declared entity name "Temu" appears on the visible page.
100/100
skip
Declared language matches the contentemerging
Content language could not be named with confidence: no verdict over a guess.
—
Actionability
pass
Paywall / login wall
No paywall or login-wall detected on the landing URL.
100/100
fail
Agent Skills manifestemerging
No Agent Skills manifest at /.well-known/agent-skills.json. Enumerate the tasks agents can perform (search, add-to-cart, contact-support) so they pick the right one without scraping.
0/100
fail
WebMCP actionsemerging
No WebMCP detected. On pages with first-class actions (cart, support, account), embed a WebMCP server so on-page agents invoke tools directly.
0/100
fail
Commerce protocol manifestemerging
No agentic-commerce discovery manifest (x402 at /.well-known/x402.json, UCP at /.well-known/ucp, or ACP at /.well-known/acp.json). Agents that buy pre-flight these before attempting a transaction; publishing the one for your commerce protocol is how they learn you accept agent-initiated purchases.
0/100
pass
Primary action reachable
A primary offering and a price or call to action were both identifiable from the served HTML, so an agent can tell what this page sells and what it costs without running scripts.
100/100
pass
Reachability
HTTP 200 after 1 redirect.
100/100
fail
Primary action is clickableemerging
The page asks for an action ("shop now") but no clickable element carries it. The words sit in image alt text or on a plain element, so an agent driving this page has nothing to click.
0/100
skip
Filters reachable by URLemerging
This page does not offer to filter or sort a list, so there is nothing to address by URL. Pages without facets are not penalised here.
—
Performance
pass
Time to first byte
TTFB 372ms. Healthy.
80/100
skip
Full render time
Full-render time unavailable (browser pass skipped or failed).
—
pass
Page weight
Initial document is a lean 484 KB.
100/100
Beyond the scan
Running AI agents of your own? AgentSpeed also monitors them in production: every run, its latency, cost, and failures, with alerts when something breaks. Free for 10,000 events a month, no credit card.
Run reports like this for every client: white-label PDFs and weekly monitoring for up to 15 domains, $149/mo. AgentSpeed for Agencies →
Methodology & limitations
This score is a measurement of machine-readability for automated agents under the published rubric 2026.11.0. AgentSpeed does not assess security, legitimacy, privacy, or financial trust.
→ https://temu.com/sitemap.xml
Paste into Claude Code, Cursor, or any assistant with your repository open. It carries this finding, the steps, and the shortcuts to avoid.
Or copy it written for your tool:
What to check
Open yoursite.com/sitemap.xml. It should list real page URLs, not error.
Re-scan: "Sitemap present" flips to PASS.
What to avoid
Don’t list URLs that redirect or 404. A sitemap full of dead links teaches crawlers to distrust it.
Don’t include private or staging URLs; a sitemap is a public document.
Your page HAS structured data, but it is malformed: broken JSON syntax, or types and fields that don’t exist in the schema.org vocabulary. Machines can see the block but can’t parse it.
Why it matters
Invalid JSON-LD is worse than it looks. The agent spends its attention budget on the block, fails to parse it, and falls back to guessing from prose anyway. You pay the cost of structured data without getting the benefit.
Do this
Paste the failing page into validator.schema.org. It names the exact line and field that breaks.
The most common breaks: a trailing comma (invalid JSON), a typo’d type name, or a price written as "$79" instead of "79" with a separate priceCurrency.
Fix in place, redeploy, revalidate.
Paste into Claude Code, Cursor, or any assistant with your repository open. It carries this finding, the steps, and the shortcuts to avoid.
Or copy it written for your tool:
What to check
validator.schema.org reports zero errors for the page.
Re-scan: "Structured data validates" flips to PASS.
What to avoid
Don’t delete the block to make the error disappear. That trades "invalid" for "absent" and fails the presence check instead; fix it.
Don’t hand-edit generated JSON-LD in the page. Fix the template or plugin that generates it, or the error returns on the next publish.
No HTTP Link: response headers. Emit canonical/alternate/describedby relations so HEAD-only or stream-rendering agents get them without parsing HTML.
Show me exactly what to do
What this means
HTTP responses can carry a Link header: the same canonical and alternate-language information your HTML declares, but delivered in the response envelope itself. Agents that only send a HEAD request, or that decide what to do while the page is still streaming, read the header without parsing any HTML. Yours is missing (or carries none of the relations agents use: canonical, alternate, describedby).
Why it matters
An agent triaging fifty URLs doesn’t want to download and parse fifty pages to learn which are duplicates of which. The Link header answers at the cheapest possible layer. Sites that provide it get correctly de-duplicated and correctly language-routed even by the most minimal fetchers.
Do this
Emit a Link header alongside each page, mirroring what your HTML head already declares. Example: Link: <https://yoursite.com/page>; rel="canonical".
Most stacks set this in one place: Next.js headers() config, an nginx add_header line, or a CDN response-header rule.
If you serve translations, add rel="alternate" entries with hreflang, matching your HTML.
Paste into Claude Code, Cursor, or any assistant with your repository open. It carries this finding, the steps, and the shortcuts to avoid.
Or copy it written for your tool:
What to check
Run: curl -sI https://yoursite.com | grep -i "^link:" and confirm the relations appear.
Hit Re-scan above: "Link response headers" flips to PASS.
What to avoid
The header must AGREE with the HTML. A Link header pointing one place while the in-page canonical points another gives machines two contradictory answers, which is worse than one missing answer.
Don’t inject the same site-wide canonical on every page via a blanket CDN rule; each page names its own clean URL, exactly as in the HTML tag.
Visible text is 0.2% of HTML weight (1123/495178 bytes). 83% of the document is inline script, 12% is markup.
Show me exactly what to do
What this means
Of everything your server sends for this page, very little is actual readable text. The rest is code, styling, and markup wrapper. Agents fetched a lot of bytes and found few words.
Why it matters
Agents work with retrieval budgets. A page that is 2% text either gets skimmed (and mis-summarised) or skipped. More signal per byte means more of your actual message survives into the agent’s summary.
Do this
Confirm your real copy is server-rendered. See the JavaScript check; these two usually fail together.
Cut boilerplate wrappers: deeply nested divs, inline SVG logos repeated per section, base64 images inlined into HTML.
Move large inline styles and scripts into external files.
Check how much of the document is inline script: your report now says. If most of it is, that is your framework serializing state for hydration, often a second copy of text already in the HTML. Send only the props a component cannot recompute, and render statically where a page does not need to hydrate.
Paste into Claude Code, Cursor, or any assistant with your repository open. It carries this finding, the steps, and the shortcuts to avoid.
Or copy it written for your tool:
What to check
Re-scan: "Text-to-markup ratio" improves, and "Page weight" often improves alongside.
What to avoid
Don’t pad the page with keyword text to inflate the ratio. The ratio is a proxy for substance, and stuffing is the opposite of substance.
Headings (H1, H2, H3…) are the page’s outline. Yours skip levels, repeat H1s, or use styled text instead of real heading tags, so the outline machines extract is scrambled.
Why it matters
Agents use the heading tree to navigate long pages and to decide which section answers a question. A broken tree means quotes get attributed to the wrong section, or sections are missed entirely.
Do this
Exactly one H1 per page: the page’s actual title.
Nest without skipping: H2 for sections, H3 for subsections. Never jump H1 to H4 for visual size.
If a heading looks right but is a styled <div>, make it a real <h2> and adjust CSS. Machines only see tags.
Paste into Claude Code, Cursor, or any assistant with your repository open. It carries this finding, the steps, and the shortcuts to avoid.
Or copy it written for your tool:
What to check
Re-scan: "Heading hierarchy" flips to PASS.
What to avoid
Don’t pick heading levels for their font size; style with CSS and keep levels semantic.
failPrimary action is clickableemerging+5 ptsActionability
The page asks for an action ("shop now") but no clickable element carries it. The words sit in image alt text or on a plain element, so an agent driving this page has nothing to click.
Show me exactly what to do
What this means
The thing you want people to do on this page (add to cart, book, subscribe) has to be a real element in the page code: a link with an address, or a button. On your page the words are there, but they are painted on. They live inside an image, or on a plain box styled to look like a button.
Why it matters
An agent working your page does not look at pixels. It reads the list of things it can click. A call to action drawn into an image is not on that list, so the agent scrolls past the exact thing you wanted it to press. In a controlled test, a button baked into an image was clicked zero times out of ten by every model tried, while the same button as a real element was clicked seven times out of ten.
Do this
Find the main call to action on this page and look at how it is built. In your browser, right-click it and choose Inspect.
If you see <img> or a <div> with a background image, replace it with a real <a href="..."> or <button> and put the words in as text.
If the design needs an image, keep the image inside the link or button and give the link an aria-label with the words: <a href="/cart" aria-label="Add to cart">.
An <a> tag with no href is not a link. Give it a real destination, or make it a <button>.
What to check
View the page source (Ctrl+U) and search for the words of your call to action. They should appear as text, not only as an image filename.
Try the page with a keyboard: press Tab. If focus never lands on your main action, an agent cannot reach it either.
Re-scan: "Primary action is clickable" flips to PASS.
What to avoid
Do not rely on alt text to make an image clickable. Alt text describes an image, it does not create a link, and in testing it did nothing for interaction.
Do not add invented attributes like data-llm-description or data-ai-action. Those were tested and had no effect at all; use real HTML elements instead.
Do not add a hidden duplicate link only agents can see. That is cloaking, it fails our coherence checks, and it is the pattern assistants are getting better at spotting.