SEO audit for instantml.ai
InstantML — Experiment tracking that keeps up with training
Health 91/100 (excellent) · 50 pages crawled · generated 2026-08-26
Download Markdown report (feed to ChatGPT / Claude / Cursor)Log runs, compare metrics, inspect artifacts, and export experiment data without waiting on the dashboard.
| Category | Score | Errors | Warnings | Notices |
|---|---|---|---|---|
| Budget | 99 | 0 | 2 | 0 |
| Content | 99 | 0 | 2 | 66 |
| Indexability | 99 | 0 | 1 | 0 |
| Agent Readiness | 100 | 0 | 0 | 2 |
| Cache | 100 | 0 | 0 | 5 |
| Canonical | 100 | 0 | 0 | 1 |
| Crawlability | 100 | 0 | 0 | 1 |
| Images | 100 | 0 | 0 | 18 |
| Links | 100 | 0 | 0 | 4 |
| Meta Description | 100 | 0 | 0 | 1 |
| Performance | 100 | 0 | 0 | 84 |
| Social | 100 | 0 | 0 | 47 |
| Structured Data | 100 | 0 | 0 | 1 |
Warnings (4 rules)
warning robots.txt-disallowed URL receives internal links (crawl-budget leak)
Rule budget.disallow_linked · Budget · 1 occurrence(s)
- https://instantml.ai/dashboard — internal links point to https://instantml.ai/dashboard, which robots.txt disallows for Googlebot — Googlebot discovers the URL, checks robots, then rejects it without indexing, wasting crawl budget and losing the link equity. Remove the internal links, or use noindex instead of Disallow if the page should be fetchable. Linked from: https://instantml.ai/docs, https://instantml.ai/docs/quickstart, https://instantml.ai/docs/concepts/core-concepts.
warning Noindex page receives internal links (crawl-budget waste)
Rule budget.noindex_linked · Budget · 1 occurrence(s)
- https://instantml.ai/signin — this noindex page has 4 internal inlink(s) — Googlebot follows them, fetches the page, then drops it unindexed, spending crawl budget for no indexing benefit (and the links leak equity). Remove/redirect the links, or drop the noindex if the page should be indexed. Linked from: https://instantml.ai/, https://instantml.ai/pricing, https://instantml.ai/signup.
warning Thin content (low word count)
Rule content.thin · Content · 2 occurrence(s)
- https://instantml.ai/signup — 34 words
- https://instantml.ai/signup?plan=pro — 34 words
warning noindex + nofollow (blocks link equity flow)
Rule index.noindex_nofollow · Indexability · 1 occurrence(s)
- https://instantml.ai/signin — meta/X-Robots: meta=noindex, nofollow
Notices (16 rules)
notice No main landmark for AI agents
Rule agent.no_main_landmark · Agent Readiness · 2 occurrence(s)
- https://instantml.ai/ — add a <main> element (or role=main) around the primary content
- https://instantml.ai/pricing — add a <main> element (or role=main) around the primary content
notice Page served uncached (no-store/private or CDN bypass)
Rule cache.not_cacheable · Cache · 5 occurrence(s)
- https://instantml.ai/ — Cache-Control: private, no-cache, no-store, max-age=0, must-revalidate · vercel: MISS
- https://instantml.ai/pricing — Cache-Control: private, no-cache, no-store, max-age=0, must-revalidate · vercel: MISS
- https://instantml.ai/signin — Cache-Control: private, no-cache, no-store, max-age=0, must-revalidate · vercel: MISS
- https://instantml.ai/signup — Cache-Control: private, no-cache, no-store, max-age=0, must-revalidate · vercel: MISS
- https://instantml.ai/signup?plan=pro — Cache-Control: private, no-cache, no-store, max-age=0, must-revalidate · vercel: MISS
notice Canonical points to a different URL
Rule canonical.non_self · Canonical · 1 occurrence(s)
- https://instantml.ai/docs/api-reference/platform/get-health — canonical=https://instantml.ai/docs/api-reference
notice Low text-to-HTML ratio
Rule content.low_ratio · Content · 17 occurrence(s)
- https://instantml.ai/docs — 3.4%
- https://instantml.ai/docs/dashboard/alerts — 2.6%
- https://instantml.ai/docs/dashboard/api-tab — 4.3%
- https://instantml.ai/docs/dashboard/datasets — 2.9%
- https://instantml.ai/docs/dashboard/onboarding-team-billing — 4.8%
- https://instantml.ai/docs/dashboard/organizations-workspaces — 4.8%
- https://instantml.ai/docs/dashboard/reports — 4.3%
- https://instantml.ai/docs/dashboard/research-dashboards — 4.8%
- https://instantml.ai/docs/integrations/keras — 4.1%
- https://instantml.ai/docs/integrations/overview — 3.3%
- https://instantml.ai/docs/integrations/pytorch-lightning — 4.9%
- https://instantml.ai/docs/quickstart — 4.9%
- https://instantml.ai/docs/sdk/cli-login — 3.9%
- https://instantml.ai/docs/sdk/config-tags-notes — 3.7%
- https://instantml.ai/docs/sdk/distributed-training — 4.7%
- https://instantml.ai/signup — 1.0%
- https://instantml.ai/signup?plan=pro — 1.0%
notice Image alt text is very long (possible keyword stuffing)
Rule images.alt_too_long · Images · 3 occurrence(s)
- https://instantml.ai/docs/dashboard/api-tab — 1 image(s) with alt text over 100 chars — shorten it to a concise description
- https://instantml.ai/docs/dashboard/artifacts-files — 2 image(s) with alt text over 100 chars — shorten it to a concise description
- https://instantml.ai/docs/dashboard/checkpoints — 2 image(s) with alt text over 100 chars — shorten it to a concise description
notice Likely hero image lacks fetchpriority=high
Rule images.hero_no_fetchpriority · Performance · 15 occurrence(s)
- https://instantml.ai/docs — the likely hero/LCP image (dashboard-runs.png) has no fetchpriority="high" — adding it tells the browser to fetch the hero earlier in the waterfall, reducing Largest Contentful Paint. This is a low-severity nudge; verify the flagged image is actually your LCP element.
- https://instantml.ai/docs/dashboard/api-tab — the likely hero/LCP image (dashboard-agent.png) has no fetchpriority="high" — adding it tells the browser to fetch the hero earlier in the waterfall, reducing Largest Contentful Paint. This is a low-severity nudge; verify the flagged image is actually your LCP element.
- https://instantml.ai/docs/dashboard/artifacts-files — the likely hero/LCP image (dashboard-artifacts-browser.png) has no fetchpriority="high" — adding it tells the browser to fetch the hero earlier in the waterfall, reducing Largest Contentful Paint. This is a low-severity nudge; verify the flagged image is actually your LCP element.
- https://instantml.ai/docs/dashboard/checkpoints — the likely hero/LCP image (dashboard-checkpoints.png) has no fetchpriority="high" — adding it tells the browser to fetch the hero earlier in the waterfall, reducing Largest Contentful Paint. This is a low-severity nudge; verify the flagged image is actually your LCP element.
- https://instantml.ai/docs/dashboard/compare-runs — the likely hero/LCP image (dashboard-compare.png) has no fetchpriority="high" — adding it tells the browser to fetch the hero earlier in the waterfall, reducing Largest Contentful Paint. This is a low-severity nudge; verify the flagged image is actually your LCP element.
- https://instantml.ai/docs/dashboard/metrics-charts — the likely hero/LCP image (dashboard-metrics.png) has no fetchpriority="high" — adding it tells the browser to fetch the hero earlier in the waterfall, reducing Largest Contentful Paint. This is a low-severity nudge; verify the flagged image is actually your LCP element.
- https://instantml.ai/docs/dashboard/organizations-workspaces — the likely hero/LCP image (dashboard-org-workspaces.png) has no fetchpriority="high" — adding it tells the browser to fetch the hero earlier in the waterfall, reducing Largest Contentful Paint. This is a low-severity nudge; verify the flagged image is actually your LCP element.
- https://instantml.ai/docs/dashboard/reports — the likely hero/LCP image (dashboard-reports-editor.png) has no fetchpriority="high" — adding it tells the browser to fetch the hero earlier in the waterfall, reducing Largest Contentful Paint. This is a low-severity nudge; verify the flagged image is actually your LCP element.
- https://instantml.ai/docs/dashboard/research-dashboards — the likely hero/LCP image (dashboard-distributed.png) has no fetchpriority="high" — adding it tells the browser to fetch the hero earlier in the waterfall, reducing Largest Contentful Paint. This is a low-severity nudge; verify the flagged image is actually your LCP element.
- https://instantml.ai/docs/dashboard/run-detail — the likely hero/LCP image (dashboard-run-detail.png) has no fetchpriority="high" — adding it tells the browser to fetch the hero earlier in the waterfall, reducing Largest Contentful Paint. This is a low-severity nudge; verify the flagged image is actually your LCP element.
- https://instantml.ai/docs/dashboard/runs-workspace — the likely hero/LCP image (dashboard-runs.png) has no fetchpriority="high" — adding it tells the browser to fetch the hero earlier in the waterfall, reducing Largest Contentful Paint. This is a low-severity nudge; verify the flagged image is actually your LCP element.
- https://instantml.ai/docs/dashboard/tour — the likely hero/LCP image (dashboard-runs.png) has no fetchpriority="high" — adding it tells the browser to fetch the hero earlier in the waterfall, reducing Largest Contentful Paint. This is a low-severity nudge; verify the flagged image is actually your LCP element.
- https://instantml.ai/docs/dashboard/traces — the likely hero/LCP image (dashboard-traces.png) has no fetchpriority="high" — adding it tells the browser to fetch the hero earlier in the waterfall, reducing Largest Contentful Paint. This is a low-severity nudge; verify the flagged image is actually your LCP element.
- https://instantml.ai/docs/quickstart — the likely hero/LCP image (dashboard-runs.png) has no fetchpriority="high" — adding it tells the browser to fetch the hero earlier in the waterfall, reducing Largest Contentful Paint. This is a low-severity nudge; verify the flagged image is actually your LCP element.
- https://instantml.ai/docs/sdk/tracing — the likely hero/LCP image (dashboard-traces.png) has no fetchpriority="high" — adding it tells the browser to fetch the hero earlier in the waterfall, reducing Largest Contentful Paint. This is a low-severity nudge; verify the flagged image is actually your LCP element.
notice Images without width/height (layout shift / CLS)
Rule images.missing_dimensions · Images · 15 occurrence(s)
- https://instantml.ai/docs — 1 of 1 images without width/height
- https://instantml.ai/docs/dashboard/api-tab — 1 of 1 images without width/height
- https://instantml.ai/docs/dashboard/artifacts-files — 4 of 4 images without width/height
- https://instantml.ai/docs/dashboard/checkpoints — 3 of 3 images without width/height
- https://instantml.ai/docs/dashboard/compare-runs — 1 of 1 images without width/height
- https://instantml.ai/docs/dashboard/metrics-charts — 1 of 1 images without width/height
- https://instantml.ai/docs/dashboard/organizations-workspaces — 1 of 1 images without width/height
- https://instantml.ai/docs/dashboard/reports — 1 of 1 images without width/height
- https://instantml.ai/docs/dashboard/research-dashboards — 2 of 2 images without width/height
- https://instantml.ai/docs/dashboard/run-detail — 2 of 2 images without width/height
- https://instantml.ai/docs/dashboard/runs-workspace — 2 of 2 images without width/height
- https://instantml.ai/docs/dashboard/tour — 14 of 14 images without width/height
- https://instantml.ai/docs/dashboard/traces — 2 of 2 images without width/height
- https://instantml.ai/docs/quickstart — 1 of 1 images without width/height
- https://instantml.ai/docs/sdk/tracing — 2 of 2 images without width/height
notice Internal link points to a noindex page
Rule links.to_noindex · Links · 4 occurrence(s)
- https://instantml.ai/ — https://instantml.ai/signin
- https://instantml.ai/pricing — https://instantml.ai/signin
- https://instantml.ai/signup — https://instantml.ai/signin
- https://instantml.ai/signup?plan=pro — https://instantml.ai/signin
notice Legacy <meta name=keywords> tag present (Google ignores it)
Rule meta.keywords_present · Content · 49 occurrence(s)
- https://instantml.ai/ — a <meta name="keywords"> tag is present — Google has ignored it since 2009; remove it to cut template debt
- https://instantml.ai/docs — a <meta name="keywords"> tag is present — Google has ignored it since 2009; remove it to cut template debt
- https://instantml.ai/docs/api-reference/platform/get-health — a <meta name="keywords"> tag is present — Google has ignored it since 2009; remove it to cut template debt
- https://instantml.ai/docs/benchmarks — a <meta name="keywords"> tag is present — Google has ignored it since 2009; remove it to cut template debt
- https://instantml.ai/docs/concepts/core-concepts — a <meta name="keywords"> tag is present — Google has ignored it since 2009; remove it to cut template debt
- https://instantml.ai/docs/guides/examples — a <meta name="keywords"> tag is present — Google has ignored it since 2009; remove it to cut template debt
- https://instantml.ai/docs/pricing — a <meta name="keywords"> tag is present — Google has ignored it since 2009; remove it to cut template debt
- https://instantml.ai/docs/quickstart — a <meta name="keywords"> tag is present — Google has ignored it since 2009; remove it to cut template debt
- https://instantml.ai/docs/sdk/artifacts-checkpoints — a <meta name="keywords"> tag is present — Google has ignored it since 2009; remove it to cut template debt
- https://instantml.ai/docs/sdk/cli-login — a <meta name="keywords"> tag is present — Google has ignored it since 2009; remove it to cut template debt
- https://instantml.ai/docs/sdk/config-tags-notes — a <meta name="keywords"> tag is present — Google has ignored it since 2009; remove it to cut template debt
- https://instantml.ai/docs/sdk/console-system-integrations — a <meta name="keywords"> tag is present — Google has ignored it since 2009; remove it to cut template debt
- https://instantml.ai/docs/sdk/distributed-training — a <meta name="keywords"> tag is present — Google has ignored it since 2009; remove it to cut template debt
- https://instantml.ai/docs/sdk/installation-auth — a <meta name="keywords"> tag is present — Google has ignored it since 2009; remove it to cut template debt
- https://instantml.ai/docs/sdk/logging — a <meta name="keywords"> tag is present — Google has ignored it since 2009; remove it to cut template debt
- https://instantml.ai/docs/sdk/metrics-steps — a <meta name="keywords"> tag is present — Google has ignored it since 2009; remove it to cut template debt
- https://instantml.ai/docs/sdk/querying-data — a <meta name="keywords"> tag is present — Google has ignored it since 2009; remove it to cut template debt
- https://instantml.ai/docs/sdk/reliability — a <meta name="keywords"> tag is present — Google has ignored it since 2009; remove it to cut template debt
- https://instantml.ai/docs/sdk/rich-objects — a <meta name="keywords"> tag is present — Google has ignored it since 2009; remove it to cut template debt
- https://instantml.ai/docs/sdk/tracing — a <meta name="keywords"> tag is present — Google has ignored it since 2009; remove it to cut template debt
- https://instantml.ai/docs/troubleshooting — a <meta name="keywords"> tag is present — Google has ignored it since 2009; remove it to cut template debt
- https://instantml.ai/pricing — a <meta name="keywords"> tag is present — Google has ignored it since 2009; remove it to cut template debt
- https://instantml.ai/signin — a <meta name="keywords"> tag is present — Google has ignored it since 2009; remove it to cut template debt
- https://instantml.ai/signup — a <meta name="keywords"> tag is present — Google has ignored it since 2009; remove it to cut template debt
- https://instantml.ai/signup?plan=pro — a <meta name="keywords"> tag is present — Google has ignored it since 2009; remove it to cut template debt
notice Meta description too long
Rule meta_desc.too_long · Meta Description · 1 occurrence(s)
- https://instantml.ai/pricing — 181 chars
notice Missing Open Graph tags
Rule og.missing · Social · 47 occurrence(s)
- https://instantml.ai/docs — og:image
- https://instantml.ai/docs/api-reference/platform/get-health — og:image
- https://instantml.ai/docs/benchmarks — og:image
- https://instantml.ai/docs/concepts/core-concepts — og:image
- https://instantml.ai/docs/guides/examples — og:image
- https://instantml.ai/docs/pricing — og:image
- https://instantml.ai/docs/quickstart — og:image
- https://instantml.ai/docs/sdk/agent-mcp — og:image
- https://instantml.ai/docs/sdk/artifacts-checkpoints — og:image
- https://instantml.ai/docs/sdk/cli-login — og:image
- https://instantml.ai/docs/sdk/config-tags-notes — og:image
- https://instantml.ai/docs/sdk/console-system-integrations — og:image
- https://instantml.ai/docs/sdk/distributed-training — og:image
- https://instantml.ai/docs/sdk/examples-patterns — og:image
- https://instantml.ai/docs/sdk/installation-auth — og:image
- https://instantml.ai/docs/sdk/logging — og:image
- https://instantml.ai/docs/sdk/metrics-steps — og:image
- https://instantml.ai/docs/sdk/querying-data — og:image
- https://instantml.ai/docs/sdk/reliability — og:image
- https://instantml.ai/docs/sdk/rich-objects — og:image
- https://instantml.ai/docs/sdk/tracing — og:image
- https://instantml.ai/docs/troubleshooting — og:image
- https://instantml.ai/pricing — og:image
- https://instantml.ai/signup — og:image
- https://instantml.ai/signup?plan=pro — og:image
notice Legacy image format (jpg/png/gif) with no next-gen fallback
Rule perf.images_legacy_format · Performance · 15 occurrence(s)
- https://instantml.ai/docs — 1 image(s) use a legacy format (jpg/png/gif) with no next-gen <picture> fallback. Serve WebP or AVIF (with a <picture> typed <source>) to cut image transfer weight and improve LCP.
- https://instantml.ai/docs/dashboard/api-tab — 1 image(s) use a legacy format (jpg/png/gif) with no next-gen <picture> fallback. Serve WebP or AVIF (with a <picture> typed <source>) to cut image transfer weight and improve LCP.
- https://instantml.ai/docs/dashboard/artifacts-files — 4 image(s) use a legacy format (jpg/png/gif) with no next-gen <picture> fallback. Serve WebP or AVIF (with a <picture> typed <source>) to cut image transfer weight and improve LCP.
- https://instantml.ai/docs/dashboard/checkpoints — 3 image(s) use a legacy format (jpg/png/gif) with no next-gen <picture> fallback. Serve WebP or AVIF (with a <picture> typed <source>) to cut image transfer weight and improve LCP.
- https://instantml.ai/docs/dashboard/compare-runs — 1 image(s) use a legacy format (jpg/png/gif) with no next-gen <picture> fallback. Serve WebP or AVIF (with a <picture> typed <source>) to cut image transfer weight and improve LCP.
- https://instantml.ai/docs/dashboard/metrics-charts — 1 image(s) use a legacy format (jpg/png/gif) with no next-gen <picture> fallback. Serve WebP or AVIF (with a <picture> typed <source>) to cut image transfer weight and improve LCP.
- https://instantml.ai/docs/dashboard/organizations-workspaces — 1 image(s) use a legacy format (jpg/png/gif) with no next-gen <picture> fallback. Serve WebP or AVIF (with a <picture> typed <source>) to cut image transfer weight and improve LCP.
- https://instantml.ai/docs/dashboard/reports — 1 image(s) use a legacy format (jpg/png/gif) with no next-gen <picture> fallback. Serve WebP or AVIF (with a <picture> typed <source>) to cut image transfer weight and improve LCP.
- https://instantml.ai/docs/dashboard/research-dashboards — 2 image(s) use a legacy format (jpg/png/gif) with no next-gen <picture> fallback. Serve WebP or AVIF (with a <picture> typed <source>) to cut image transfer weight and improve LCP.
- https://instantml.ai/docs/dashboard/run-detail — 2 image(s) use a legacy format (jpg/png/gif) with no next-gen <picture> fallback. Serve WebP or AVIF (with a <picture> typed <source>) to cut image transfer weight and improve LCP.
- https://instantml.ai/docs/dashboard/runs-workspace — 2 image(s) use a legacy format (jpg/png/gif) with no next-gen <picture> fallback. Serve WebP or AVIF (with a <picture> typed <source>) to cut image transfer weight and improve LCP.
- https://instantml.ai/docs/dashboard/tour — 14 image(s) use a legacy format (jpg/png/gif) with no next-gen <picture> fallback. Serve WebP or AVIF (with a <picture> typed <source>) to cut image transfer weight and improve LCP.
- https://instantml.ai/docs/dashboard/traces — 2 image(s) use a legacy format (jpg/png/gif) with no next-gen <picture> fallback. Serve WebP or AVIF (with a <picture> typed <source>) to cut image transfer weight and improve LCP.
- https://instantml.ai/docs/quickstart — 1 image(s) use a legacy format (jpg/png/gif) with no next-gen <picture> fallback. Serve WebP or AVIF (with a <picture> typed <source>) to cut image transfer weight and improve LCP.
- https://instantml.ai/docs/sdk/tracing — 2 image(s) use a legacy format (jpg/png/gif) with no next-gen <picture> fallback. Serve WebP or AVIF (with a <picture> typed <source>) to cut image transfer weight and improve LCP.
notice No ETag header (no conditional GET for unchanged pages)
Rule perf.no_etag · Performance · 5 occurrence(s)
- https://instantml.ai/ — the response carries no ETag header — without an ETag (or Last-Modified) there is no cache-revalidation mechanism, so crawlers re-download the full body every visit. Emit an ETag (a content hash) to enable conditional If-None-Match requests.
- https://instantml.ai/pricing — the response carries no ETag header — without an ETag (or Last-Modified) there is no cache-revalidation mechanism, so crawlers re-download the full body every visit. Emit an ETag (a content hash) to enable conditional If-None-Match requests.
- https://instantml.ai/signin — the response carries no ETag header — without an ETag (or Last-Modified) there is no cache-revalidation mechanism, so crawlers re-download the full body every visit. Emit an ETag (a content hash) to enable conditional If-None-Match requests.
- https://instantml.ai/signup — the response carries no ETag header — without an ETag (or Last-Modified) there is no cache-revalidation mechanism, so crawlers re-download the full body every visit. Emit an ETag (a content hash) to enable conditional If-None-Match requests.
- https://instantml.ai/signup?plan=pro — the response carries no ETag header — without an ETag (or Last-Modified) there is no cache-revalidation mechanism, so crawlers re-download the full body every visit. Emit an ETag (a content hash) to enable conditional If-None-Match requests.
notice No Last-Modified header (no conditional GET for unchanged pages)
Rule perf.no_last_modified · Performance · 49 occurrence(s)
- https://instantml.ai/ — the response carries no Last-Modified header — Googlebot can't send an If-Modified-Since request, so it re-downloads the full page body on every crawl even when nothing changed. Emit Last-Modified (or an ETag) on stable pages to enable 304 Not Modified responses.
- https://instantml.ai/docs — the response carries no Last-Modified header — Googlebot can't send an If-Modified-Since request, so it re-downloads the full page body on every crawl even when nothing changed. Emit Last-Modified (or an ETag) on stable pages to enable 304 Not Modified responses.
- https://instantml.ai/docs/api-reference/platform/get-health — the response carries no Last-Modified header — Googlebot can't send an If-Modified-Since request, so it re-downloads the full page body on every crawl even when nothing changed. Emit Last-Modified (or an ETag) on stable pages to enable 304 Not Modified responses.
- https://instantml.ai/docs/benchmarks — the response carries no Last-Modified header — Googlebot can't send an If-Modified-Since request, so it re-downloads the full page body on every crawl even when nothing changed. Emit Last-Modified (or an ETag) on stable pages to enable 304 Not Modified responses.
- https://instantml.ai/docs/concepts/core-concepts — the response carries no Last-Modified header — Googlebot can't send an If-Modified-Since request, so it re-downloads the full page body on every crawl even when nothing changed. Emit Last-Modified (or an ETag) on stable pages to enable 304 Not Modified responses.
- https://instantml.ai/docs/guides/examples — the response carries no Last-Modified header — Googlebot can't send an If-Modified-Since request, so it re-downloads the full page body on every crawl even when nothing changed. Emit Last-Modified (or an ETag) on stable pages to enable 304 Not Modified responses.
- https://instantml.ai/docs/pricing — the response carries no Last-Modified header — Googlebot can't send an If-Modified-Since request, so it re-downloads the full page body on every crawl even when nothing changed. Emit Last-Modified (or an ETag) on stable pages to enable 304 Not Modified responses.
- https://instantml.ai/docs/quickstart — the response carries no Last-Modified header — Googlebot can't send an If-Modified-Since request, so it re-downloads the full page body on every crawl even when nothing changed. Emit Last-Modified (or an ETag) on stable pages to enable 304 Not Modified responses.
- https://instantml.ai/docs/sdk/artifacts-checkpoints — the response carries no Last-Modified header — Googlebot can't send an If-Modified-Since request, so it re-downloads the full page body on every crawl even when nothing changed. Emit Last-Modified (or an ETag) on stable pages to enable 304 Not Modified responses.
- https://instantml.ai/docs/sdk/cli-login — the response carries no Last-Modified header — Googlebot can't send an If-Modified-Since request, so it re-downloads the full page body on every crawl even when nothing changed. Emit Last-Modified (or an ETag) on stable pages to enable 304 Not Modified responses.
- https://instantml.ai/docs/sdk/config-tags-notes — the response carries no Last-Modified header — Googlebot can't send an If-Modified-Since request, so it re-downloads the full page body on every crawl even when nothing changed. Emit Last-Modified (or an ETag) on stable pages to enable 304 Not Modified responses.
- https://instantml.ai/docs/sdk/console-system-integrations — the response carries no Last-Modified header — Googlebot can't send an If-Modified-Since request, so it re-downloads the full page body on every crawl even when nothing changed. Emit Last-Modified (or an ETag) on stable pages to enable 304 Not Modified responses.
- https://instantml.ai/docs/sdk/distributed-training — the response carries no Last-Modified header — Googlebot can't send an If-Modified-Since request, so it re-downloads the full page body on every crawl even when nothing changed. Emit Last-Modified (or an ETag) on stable pages to enable 304 Not Modified responses.
- https://instantml.ai/docs/sdk/installation-auth — the response carries no Last-Modified header — Googlebot can't send an If-Modified-Since request, so it re-downloads the full page body on every crawl even when nothing changed. Emit Last-Modified (or an ETag) on stable pages to enable 304 Not Modified responses.
- https://instantml.ai/docs/sdk/logging — the response carries no Last-Modified header — Googlebot can't send an If-Modified-Since request, so it re-downloads the full page body on every crawl even when nothing changed. Emit Last-Modified (or an ETag) on stable pages to enable 304 Not Modified responses.
- https://instantml.ai/docs/sdk/metrics-steps — the response carries no Last-Modified header — Googlebot can't send an If-Modified-Since request, so it re-downloads the full page body on every crawl even when nothing changed. Emit Last-Modified (or an ETag) on stable pages to enable 304 Not Modified responses.
- https://instantml.ai/docs/sdk/querying-data — the response carries no Last-Modified header — Googlebot can't send an If-Modified-Since request, so it re-downloads the full page body on every crawl even when nothing changed. Emit Last-Modified (or an ETag) on stable pages to enable 304 Not Modified responses.
- https://instantml.ai/docs/sdk/reliability — the response carries no Last-Modified header — Googlebot can't send an If-Modified-Since request, so it re-downloads the full page body on every crawl even when nothing changed. Emit Last-Modified (or an ETag) on stable pages to enable 304 Not Modified responses.
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| URL | Status | Indexable | Words | In-links |
|---|---|---|---|---|
| https://instantml.ai/docs InstantML Docs · InstantML Docs |
200 | yes | 365 | 46 |
| https://instantml.ai/docs/dashboard/tour Dashboard tour · InstantML Docs |
200 | yes | 875 | 44 |
| https://instantml.ai/docs/guides/imports Imports · InstantML Docs |
200 | yes | 802 | 44 |
| https://instantml.ai/docs/integrations/overview Integrations overview · InstantML Docs |
200 | yes | 330 | 44 |
| https://instantml.ai/docs/sdk/installation-auth Install and authenticate the SDK · InstantML Docs |
200 | yes | 628 | 44 |
| https://instantml.ai/signin Sign in · InstantML |
200 | no | 33 | 4 |
| https://instantml.ai/signup Sign up · InstantML |
200 | yes | 34 | 3 |
| https://instantml.ai/docs/dashboard/compare-runs Compare runs · InstantML Docs |
200 | yes | 606 | 24 |
| https://instantml.ai/docs/sdk/logging SDK logging · InstantML Docs |
200 | yes | 548 | 17 |
| https://instantml.ai/docs/dashboard/onboarding-team-billing Onboarding, team, and billing · InstantML Docs |
200 | yes | 482 | 17 |
| https://instantml.ai/docs/dashboard/settings-api-keys Settings and API keys · InstantML Docs |
200 | yes | 686 | 20 |
| https://instantml.ai/docs/sdk/cli-login CLI login · InstantML Docs |
200 | yes | 370 | 15 |
| https://instantml.ai/docs/dashboard/reports Reports · InstantML Docs |
200 | yes | 410 | 18 |
| https://instantml.ai/docs/sdk/examples-patterns SDK patterns by workflow · InstantML Docs |
200 | yes | 751 | 16 |
| https://instantml.ai/docs/sdk/metrics-steps Metrics and steps · InstantML Docs |
200 | yes | 619 | 20 |
| https://instantml.ai/docs/dashboard/organizations-workspaces Organizations and workspaces · InstantML Docs |
200 | yes | 481 | 17 |
| https://instantml.ai/docs/troubleshooting Troubleshooting · InstantML Docs |
200 | yes | 531 | 10 |
| https://instantml.ai/docs/sdk/rich-objects Tables, histograms, evals, and media · InstantML Docs |
200 | yes | 844 | 19 |
| https://instantml.ai/docs/dashboard/run-detail Run Detail · InstantML Docs |
200 | yes | 812 | 19 |
| https://instantml.ai/docs/sdk/artifacts-checkpoints Artifacts and checkpoints · InstantML Docs |
200 | yes | 849 | 19 |
| https://instantml.ai/docs/dashboard/metrics-charts Metrics and charts · InstantML Docs |
200 | yes | 938 | 18 |
| https://instantml.ai/docs/sdk/querying-data Query runs, metrics, and objects · InstantML Docs |
200 | yes | 790 | 17 |
| https://instantml.ai/docs/sdk/config-tags-notes Configs, tags, and notes · InstantML Docs |
200 | yes | 339 | 17 |
| https://instantml.ai/docs/dashboard/runs-workspace Runs workspace · InstantML Docs |
200 | yes | 1339 | 17 |
| https://instantml.ai/docs/dashboard/artifacts-files Artifacts, files, and media · InstantML Docs |
200 | yes | 797 | 17 |
| https://instantml.ai/docs/dashboard/checkpoints Checkpoints · InstantML Docs |
200 | yes | 550 | 17 |
| https://instantml.ai/docs/sdk/distributed-training Distributed training · InstantML Docs |
200 | yes | 447 | 17 |
| https://instantml.ai/docs/dashboard/api-tab Agent tab · InstantML Docs |
200 | yes | 470 | 17 |
| https://instantml.ai/docs/sdk/reliability Buffering, offline replay, and spool mode · InstantML Docs |
200 | yes | 705 | 15 |
| https://instantml.ai/docs/dashboard/alerts Run Health · InstantML Docs |
200 | yes | 240 | 16 |
| https://instantml.ai/docs/dashboard/datasets Datasets · InstantML Docs |
200 | yes | 258 | 16 |
| https://instantml.ai/docs/dashboard/research-dashboards Distributed and Insights · InstantML Docs |
200 | yes | 476 | 16 |
| https://instantml.ai/docs/dashboard/traces Traces · InstantML Docs |
200 | yes | 718 | 16 |
| https://instantml.ai/docs/sdk/agent-mcp Use InstantML with agents · InstantML Docs |
200 | yes | 1656 | 15 |
| https://instantml.ai/docs/quickstart Quickstart · InstantML Docs |
200 | yes | 513 | 11 |
| https://instantml.ai/docs/sdk/console-system-integrations Console, system metrics, and integrations · InstantML Docs |
200 | yes | 493 | 14 |
| https://instantml.ai/docs/sdk/tracing Tracing · InstantML Docs |
200 | yes | 1262 | 14 |
| https://instantml.ai/docs/concepts/core-concepts Core concepts · InstantML Docs |
200 | yes | 1218 | 9 |
| https://instantml.ai/docs/integrations/wandb Weights & Biases migration · InstantML Docs |
200 | yes | 901 | 7 |
| https://instantml.ai/docs/pricing Pricing · InstantML Docs |
200 | yes | 481 | 8 |
| https://instantml.ai/docs/benchmarks Benchmarks · InstantML Docs |
200 | yes | 1204 | 7 |
| https://instantml.ai/docs/guides/examples Examples · InstantML Docs |
200 | yes | 601 | 7 |
| https://instantml.ai/docs/integrations/huggingface-transformers Hugging Face Transformers · InstantML Docs |
200 | yes | 410 | 6 |
| https://instantml.ai/docs/integrations/pytorch-lightning PyTorch Lightning · InstantML Docs |
200 | yes | 397 | 6 |
| https://instantml.ai/docs/integrations/keras Keras · InstantML Docs |
200 | yes | 331 | 5 |
| https://instantml.ai/ InstantML — Experiment tracking that keeps up with training |
200 | yes | 576 | 6 |
| https://instantml.ai/docs/api-reference/platform/get-health API Reference · InstantML Docs |
200 | yes | 1457 | 1 |
| https://instantml.ai/pricing Pricing · InstantML |
200 | yes | 581 | 2 |
| https://instantml.ai/signup?plan=pro Sign up · InstantML |
200 | yes | 34 | 1 |
| https://instantml.ai/dashboard | 0 | no | 0 | 44 |
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