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Title-to-query alignment pass across docs pages - #178

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copilot/tof-445-title-to-query-alignment
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Title-to-query alignment pass across docs pages#178
tylergoerzen-mxp with Copilot wants to merge 3 commits into
mainfrom
copilot/tof-445-title-to-query-alignment

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Copilot AI commented Aug 18, 2026

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Semantic similarity between a page title and a user query is the strongest single citation predictor in AI-generated answers. Docs had 15 duplicate-title groups across 46 pages — mostly bare "Overview", "Authentication", and "Limits" on API reference sections — making them indistinguishable to both crawlers and LLMs.

Changes

  • 38 frontmatter title: fields updated — no slugs, content, or structure touched
  • API reference pages named after their API (OverviewIngestion API Overview, AuthenticationQuery API Authentication, LimitsUser Profile API Limits, etc.)
  • Duplicate concept pages disambiguated by context (SegmentSegment: Export Cohorts to Segment vs Segment: Send Data to Mixpanel via Segment, same pattern for mParticle, Autocapture, Google Cloud Storage, Track Events)
  • Funnels and Features pages differentiated by scope/purpose

All titles follow the Feature: plain-language what-it-does convention. No two indexable pages share a rendered title after these changes.

Title-to-target-query mapping (selected)

Page New Title Target Query
reference/ingestion-api.mdx Ingestion API Overview how do I send events to Mixpanel via API
reference/query-api.mdx Query API Overview how do I query Mixpanel reports programmatically
reference/insights-query.mdx Insights Query API how do I use the Mixpanel Insights query API
reference/funnels-query.mdx Funnels Query API (Deprecated) is the Mixpanel funnels query API deprecated
docs/tracking-methods/autocapture.mdx Autocapture: Automatically Track Frontend Events what is Mixpanel Autocapture
docs/cohort-sync/integrations/segment.mdx Segment: Export Cohorts to Segment how do I export Mixpanel cohorts to Segment
docs/tracking-methods/integrations/segment.mdx Segment: Send Data to Mixpanel via Segment how do I send Segment data to Mixpanel
docs/data-pipelines/integrations/gcp-gcs.mdx Google Cloud Storage: Export Data from Mixpanel to GCS how do I export Mixpanel data to GCS
docs/tracking-methods/integrations/google-cloud-storage.mdx Google Cloud Storage: Ingest Events from GCS to Mixpanel how do I ingest events from GCS into Mixpanel

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linear-code Bot commented Aug 18, 2026

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TOF-445

Co-authored-by: tylergoerzen-mxp <259741734+tylergoerzen-mxp@users.noreply.github.com>
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mintlify Bot commented Aug 18, 2026

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Preview deployment for your docs. Learn more about Mintlify Previews.

Project Status Preview Updated (UTC)
mixpanel-docs 🟢 Ready View Preview Aug 18, 2026, 7:05 PM

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Copilot AI changed the title [WIP] Add title-to-query alignment pass across docs pages Title-to-query alignment pass across docs pages Aug 18, 2026
Copilot AI requested a review from tylergoerzen-mxp August 18, 2026 19:00
@greptile-apps

greptile-apps Bot commented Aug 18, 2026

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Confidence Score: 5/5

The PR appears safe to merge.

No blocking failure remains; the previously reported colon-containing frontmatter titles are now quoted.

Important Files Changed

Filename Overview
docs/cohort-sync/integrations/mparticle.mdx The descriptive title is now quoted, and the concise original label is retained for sidebar navigation.
docs/tracking-methods/autocapture.mdx The title now describes the page’s frontend event-tracking purpose without changing its slug.
reference/ingestion-api.mdx The generic API overview title is disambiguated while the navigation label remains concise.
reference/funnels-query.mdx The title now identifies the Funnels Query API and accurately signals its maintenance-mode status.

Reviews (2): Last reviewed commit: "Fix invalid YAML in titles and restore s..." | Re-trigger Greptile

Comment thread docs/cohort-sync/integrations/mparticle.mdx Outdated
Seven titles contained an unquoted colon, which is invalid YAML frontmatter
and fails the Mintlify build. Quote every title, and:

- funnels.mdx is an index page, so drop the banned colon format
- funnels-query.mdx says "maintenance mode" in the body, not "deprecated"
- limits.mdx keeps its Lexicon prefix to match its siblings
- restore the prior title as sidebarTitle on 33 pages so the nav keeps
  its short labels instead of "QUERY API > Query API Overview"

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
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2 participants