Playbook
GEO and AEO visibility for people data platforms
A practical playbook for recruiting marketers to improve GEO / AEO—with checks, fixes, and measurement.
Why GEO / AEO matters in people data
recruiting marketers cannot win AI shortlists on content alone if GEO / AEO is broken. Generative engine optimization (GEO) and answer engine optimization (AEO) aim to improve presence in AI-generated answers. BatSignal measures the crawl and citation evidence those practices target.
In people data, common blockers include: Buyers ask AI assistants before visiting vendor sites; Category pages are thin or JS-only; Competitors appear in ChatGPT answers for “people data platforms” first. Incumbents and well-documented review sites often dominate AI answers until you publish crawlable comparison content.
What to check
- Buyer-intent prompts covering discovery, comparison, and trust
- Mentions and recommendations in ChatGPT web search
- Open-web semantic coverage via retrieval sources
- Crawl and content prerequisites so answers can cite you
people data-specific page priorities
- Changelog — ensure this URL is crawlable HTML with facts assistants can quote when answering “best people data platforms for teams evaluating options”
- Status page — ensure this URL is crawlable HTML with facts assistants can quote when answering “best people data platforms for teams evaluating options”
- Architecture overview — ensure this URL is crawlable HTML with facts assistants can quote when answering “best people data platforms for teams evaluating options”
Fix guidance
Treat GEO/AEO as measurement plus content quality—not keyword folklore. Fix crawl blockers first, then publish citable answers.
Deep dive: GEO and AEO visibility. Industry hub: AI visibility for people data platforms.
Measure with BatSignal
- Run a Visibility Scan on your people data site
- Inspect the pillar tied to GEO / AEO
- Ship the prioritized fixes and copy-paste deliverables
- Re-verify within 30 days to confirm movement
Related
- people data hub
- crawl access for people data
- content readiness for people data
- ChatGPT citations for people data
- llms.txt for people data
- GEO and AEO visibility
- All industries
FAQ
What is GEO / AEO for people data platforms?
Generative engine optimization (GEO) and answer engine optimization (AEO) aim to improve presence in AI-generated answers. BatSignal measures the crawl and citation evidence those practices target. For people data, this shows up when buyers ask “best people data platforms for teams evaluating options” and when AI crawlers attempt to fetch your commercial pages.
How do we improve GEO / AEO?
Treat GEO/AEO as measurement plus content quality—not keyword folklore. Fix crawl blockers first, then publish citable answers. Industry-specific must-have pages include Changelog, Status page, Architecture overview.
How does BatSignal score this?
Answer presence across ChatGPT and open web. See the [methodology](/methodology) and related guide: /guides/geo-vs-seo.