improvement(landing): search-length titles, model comparison pages, and free model tools by waleedlatif1 · Pull Request #9184 · simstudioai/sim

waleedlatif1 · 2026-10-17T21:18:28Z

Summary

Landing SEO work, folded into one PR:

Library search titles

Posts used one title for the H1, <title>, Open Graph and JSON-LD; with the " | Sim" suffix most library titles ran past 60 characters and were truncated in search results
Optional seoTitle / seoDescription frontmatter now drive <title>, the meta description and Open Graph/X copy; the H1, cards, feeds and JSON-LD keep title / description
check:library-content enforces the search title (suffix included) at 60 characters and the search description at 160 for every published post. No baseline, so parallel content PRs never conflict on one
Every current offender (library, blog, changelog) got a search title or description written from the article; counts and named tools were checked against each article
Author pages rendered "Name | Sim Library | Sim"; the title template already adds the brand

Model catalog

Provider pages target API pricing searches ("Anthropic (Claude) API Pricing & Models")
/models/context-windows compares context window, max output and price for every current model; retired models are excluded
47 curated /models/compare/[pair] pages with a data-derived verdict priced at standard per-call rates through resolveModelTokenPricing; the build fails if a curated model is retired or removed

Free tools

/models/pricing-calculator prices requests and monthly volume per model with the exact tier and cached-input rules billing uses: the priced branch of priceModelUsage moved unchanged into a client-safe priceTokenUsage
/models/token-counter counts tokens in the browser: exact for OpenAI encodings (js-tiktoken loads on first input, one encode per encoding), labelled estimates for other providers; pasted text never leaves the page

Type of Change

New feature
Improvement

Testing

check:library-content passes (129 posts). New fixture test for the search length rules fails when the suffix is dropped from the count, when > becomes >=, and when drafts stop being exempt
test-landing-seo-e2e.ts: library seoTitle/seoDescription served in <title>, og:title and meta description with the H1 unchanged; every model page (including all compare pages in the sitemap) has a unique title ≤60 characters with one " | Sim" and a self canonical; unknown compare pairs 404; the token counter's initial HTML and scripts contain no js-tiktoken code
Pricing and tokenization tests: providers/pricing, cost-policy, lib/tokenization, provider usage tests; billing extraction verified line by line as unchanged
check:file-names, check:source-conventions, check:comment-hygiene, check:client-boundary, check:utils, check:unused-exports, biome

Checklist

Code follows project style guidelines
Self-reviewed my changes
Tests added/updated and passing (new tests pass the test-audit authoring gate)
No new warnings introduced
I confirm that I have read and agree to the terms outlined in the Contributor License Agreement (CLA)

vercel · 2026-10-17T21:18:34Z

The latest updates on your projects. Learn more about Vercel for GitHub.

1 Skipped Deployment

Project	Deployment	Actions	Updated
docs	Skipped		Oct 18, 2026 8:56pm UTC

cubic-dev-ai

All reported issues were addressed across 18 files

_{Reply with feedback, questions, or to request a fix.

Turn on auto-fix | Re-trigger cubic}

greptile-apps · 2026-10-17T21:23:29Z

Confidence Score: 5/5

[Medium impact] The changes appear safe to merge, with no new actionable issues found.

Summary

The PR adds shorter search metadata, model comparisons, a context-window directory, and free pricing and token-counting tools.

Visitors can compare model limits and prices across the catalog or side by side.
Visitors can estimate model costs per request, day, and month.
Visitors can count tokens and estimate input costs in their browser.
Library posts can keep readable page titles while using shorter search and social copy.

_{Reviews (6) · Last reviewed commit: "fix(models): keep tool pages static; pro..." · Reviewed by Greptile}

waleedlatif1 · 2026-10-17T21:48:41Z

@greptile

waleedlatif1 · 2026-10-17T21:48:42Z

@cubic-dev-ai review this PR

cubic-dev-ai · 2026-10-17T21:48:47Z

@cubic-dev-ai review this PR

@waleedlatif1 I have started the AI code review. It will take a few minutes to complete.

cubic-dev-ai

All reported issues were addressed across 141 files

_{Reply with feedback, questions, or to request a fix.

Turn on auto-fix | Re-trigger cubic}

waleedlatif1 · 2026-10-17T22:06:52Z

@greptile

waleedlatif1 · 2026-10-17T22:06:53Z

@cubic-dev-ai review this PR

cubic-dev-ai · 2026-10-17T22:06:59Z

@cubic-dev-ai review this PR

@waleedlatif1 I have started the AI code review. It will take a few minutes to complete.

cubic-dev-ai

All reported issues were addressed across 141 files

_{Reply with feedback, questions, or to request a fix.

Turn on auto-fix | Re-trigger cubic}

waleedlatif1 · 2026-10-17T22:15:46Z

@greptile

waleedlatif1 · 2026-10-17T22:15:48Z

@cubic-dev-ai review this PR

cubic-dev-ai · 2026-10-17T22:15:54Z

@cubic-dev-ai review this PR

@waleedlatif1 I have started the AI code review. It will take a few minutes to complete.

cubic-dev-ai

All reported issues were addressed across 141 files

_{Reply with feedback, questions, or to request a fix.

Turn on auto-fix | Re-trigger cubic}

…fit search results - Optional seoTitle/seoDescription frontmatter drive <title>, meta description, and Open Graph/X copy; the H1, cards, feeds, and JSON-LD keep title/description - check:library-content ratchets search title (with the " | Sim" suffix) to 60 characters and description to 160, with a shrink-only baseline - Rewrite search titles and descriptions for 12 library pages to match the queries they rank for - Author pages no longer render the brand twice in their title

…ict check - Drop the baseline so parallel content PRs never conflict on it; every published post now fits - Add search titles and descriptions to the remaining library, blog, and changelog posts

- /models/pricing-calculator prices requests and monthly volume per model with the same tier and cached-input rules billing uses (priceTokenUsage, extracted unchanged from the billing cost policy) - /models/token-counter counts tokens in the browser: exact for OpenAI encodings (js-tiktoken loaded on first input), labelled estimates for other providers; pasted text never leaves the page - Both pages link from /models and appear in the sitemap and llms.txt

…nd model-vs-model pages - Provider pages target API pricing searches ("Anthropic (Claude) API Pricing & Models") - /models/context-windows compares context window, max output, and price for every current model; retired models are excluded - 47 curated /models/compare pages with a data-derived verdict priced at standard per-call rates; the build fails if a curated model is retired or removed

…checks - Model page chip links use ChipLink's outline variant instead of restyling it - ComparisonLinks gets its own component folder - One E2E check covers every model page's search title budget and canonical; a fixture test covers the search length rules

…e structure - Context windows, the pricing tools, and comparisons skip evaluation-only models (native state and questions, not prompts) - Token counter labels an OpenAI count as an estimate when exact encoding fails - New model pages: desktop-first breakpoints, named props interfaces, section ids and labels, sr-only hero summaries; TSDoc on exported comparison helpers

…ift a day

…tives post

waleedlatif1 · 2026-10-18T20:39:06Z

@greptile

waleedlatif1 · 2026-10-18T20:39:08Z

@cubic-dev-ai review this PR

cubic-dev-ai · 2026-10-18T20:39:14Z

@cubic-dev-ai review this PR

@waleedlatif1 I have started the AI code review. It will take a few minutes to complete.

cubic-dev-ai

No issues found across 142 files

Confidence score: 5/5

Automated review surfaced no issues in the provided summaries.
No files require special attention.

_{You've manually re-run cubic several times on this PR. Each manual re-review checks the full PR again and counts toward your usage quota. To preserve your usage limits, we recommend letting cubic automatically review new commits.

Turn on auto-fix | Re-trigger cubic}

…-context pick - Pricing calculator and token counter render statically; each URL-reading tool sits in a local Suspense whose fallback reserves its space - Largest-context pick breaks ties in catalog order again (retired models still excluded), and the context-window page uses the same pick

waleedlatif1 · 2026-10-18T20:56:12Z

@greptile

waleedlatif1 · 2026-10-18T20:56:14Z

@cubic-dev-ai review this PR

cubic-dev-ai · 2026-10-18T20:56:20Z

@cubic-dev-ai review this PR

@waleedlatif1 I have started the AI code review. It will take a few minutes to complete.

cubic-dev-ai

All reported issues were addressed across 145 files

_{You've manually re-run cubic several times on this PR. Each manual re-review checks the full PR again and counts toward your usage quota. To preserve your usage limits, we recommend letting cubic automatically review new commits.

Turn on auto-fix | Re-trigger cubic}

cubic-dev-ai Bot reviewed Oct 17, 2026

View reviewed changes

Comment thread scripts/check-library-content.baseline.json Outdated

vercel Bot deployed to Preview October 17, 2026 21:22

View deployment

greptile-apps Bot reviewed Oct 17, 2026

View reviewed changes

Comment thread scripts/check-library-content.ts Outdated

waleedlatif1 changed the title ~~improvement(library): give posts search titles and descriptions that fit search results~~ improvement(landing): search-length titles, model comparison pages, and free model tools Oct 17, 2026

waleedlatif1 force-pushed the improvement/library-seo-titles branch from 9074dc0 to 4828f1a Compare October 17, 2026 21:48

cubic-dev-ai Bot reviewed Oct 17, 2026

View reviewed changes

Comment thread apps/sim/app/(landing)/models/context-windows.ts Outdated

Comment thread apps/sim/app/(landing)/models/(shell)/token-counter/components/token-counter/token-counter.tsx Outdated

Comment thread apps/sim/app/(landing)/models/(shell)/token-counter/page.tsx Outdated

vercel Bot deployed to Preview October 17, 2026 21:53

View deployment

greptile-apps Bot reviewed Oct 17, 2026

View reviewed changes

waleedlatif1 force-pushed the improvement/library-seo-titles branch from 4828f1a to 3c1ffd1 Compare October 17, 2026 22:06

vercel Bot deployed to Preview October 17, 2026 22:10

View deployment

cubic-dev-ai Bot reviewed Oct 17, 2026

View reviewed changes

Comment thread apps/sim/app/(landing)/models/(shell)/compare/[pair]/page.tsx

vercel Bot temporarily deployed to Preview October 17, 2026 22:15 Inactive

cubic-dev-ai Bot reviewed Oct 17, 2026

View reviewed changes

Comment thread apps/sim/app/(landing)/models/utils.ts

waleedlatif1 added 6 commits October 18, 2026 13:38

improvement(library): make search title and description lengths a str…

a8b26dd

…ict check - Drop the baseline so parallel content PRs never conflict on it; every published post now fits - Add search titles and descriptions to the remaining library, blog, and changelog posts

chore(models): drop exports the combined change left unused

d3a3819

waleedlatif1 added 4 commits October 18, 2026 13:38

fix(models): format catalog dates in UTC so date-only values don't sh…

9cb7ea1

…ift a day

docs(models): say which models the provider largest-context pick covers

654fc03

improvement(library): search title for the Bedrock and Vertex alterna…

8387249

…tives post

waleedlatif1 force-pushed the improvement/library-seo-titles branch from d4ed389 to 8387249 Compare October 18, 2026 20:39

cubic-dev-ai Bot reviewed Oct 18, 2026

View reviewed changes

vercel Bot deployed to Preview October 18, 2026 20:43

View deployment

greptile-apps Bot reviewed Oct 18, 2026

View reviewed changes

Comment thread apps/sim/app/(landing)/models/(shell)/pricing-calculator/page.tsx Outdated

vercel Bot temporarily deployed to Preview October 18, 2026 20:56 Inactive

cubic-dev-ai Bot reviewed Oct 18, 2026

View reviewed changes

Comment thread ...els/(shell)/pricing-calculator/components/pricing-calculator/pricing-calculator-fallback.tsx

waleedlatif1 merged commit c1c0843 into staging Oct 18, 2026
53 checks passed

waleedlatif1 deleted the improvement/library-seo-titles branch October 18, 2026 22:12

waleedlatif1 mentioned this pull request Oct 19, 2026

v0.9.27: tools expansion, aeo and db query improvements #9222

Merged

Conversation

waleedlatif1 commented Oct 17, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Summary

Type of Change

Testing

Checklist

Uh oh!

vercel Bot commented Oct 17, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Uh oh!

cubic-dev-ai Bot left a comment • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Choose a reason for hiding this comment

Uh oh!

Uh oh!

greptile-apps Bot commented Oct 17, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Confidence Score: 5/5

Summary

Uh oh!

Uh oh!

waleedlatif1 commented Oct 17, 2026

Uh oh!

waleedlatif1 commented Oct 17, 2026

Uh oh!

cubic-dev-ai Bot commented Oct 17, 2026

Uh oh!

cubic-dev-ai Bot left a comment • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Choose a reason for hiding this comment

Uh oh!

Uh oh!

Uh oh!

Uh oh!

Uh oh!

Uh oh!

Uh oh!

Uh oh!

Uh oh!

Uh oh!

waleedlatif1 commented Oct 17, 2026

Uh oh!

waleedlatif1 commented Oct 17, 2026

Uh oh!

cubic-dev-ai Bot commented Oct 17, 2026

Uh oh!

cubic-dev-ai Bot left a comment • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Choose a reason for hiding this comment

Uh oh!

Uh oh!

waleedlatif1 commented Oct 17, 2026

Uh oh!

waleedlatif1 commented Oct 17, 2026

Uh oh!

cubic-dev-ai Bot commented Oct 17, 2026

Uh oh!

cubic-dev-ai Bot left a comment • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Choose a reason for hiding this comment

Uh oh!

Uh oh!

waleedlatif1 commented Oct 18, 2026

Uh oh!

waleedlatif1 commented Oct 18, 2026

Uh oh!

cubic-dev-ai Bot commented Oct 18, 2026

Uh oh!

cubic-dev-ai Bot left a comment

Choose a reason for hiding this comment

Uh oh!

Uh oh!

waleedlatif1 commented Oct 18, 2026

Uh oh!

waleedlatif1 commented Oct 18, 2026

Uh oh!

cubic-dev-ai Bot commented Oct 18, 2026

Uh oh!

cubic-dev-ai Bot left a comment • edited Loading Uh oh! There was an error while loading. Please reload this page.

waleedlatif1 commented Oct 17, 2026 •

edited

Loading

vercel Bot commented Oct 17, 2026 •

edited

Loading

cubic-dev-ai Bot left a comment •

edited

Loading

greptile-apps Bot commented Oct 17, 2026 •

edited

Loading

cubic-dev-ai Bot left a comment •

edited

Loading

cubic-dev-ai Bot left a comment •

edited

Loading

cubic-dev-ai Bot left a comment •

edited

Loading

cubic-dev-ai Bot left a comment •

edited

Loading