Audit what AI answers say. Ship the fixes. Measure what changes.

Gradial turns generative engine optimization into a governed execution loop: identify visibility and citation gaps, prioritize the pages that matter, draft and ship approved CMS updates, then re-run the same prompts.

Audit the answers shaping your buyers' decisions

Measure the prompts your audience uses, the brands models recommend, the sources they cite, and the places your brand is missing or represented inaccurately.

Track mention and citation performance across a focused set of buyer questions.
See which owned and third-party pages AI answer engines use as evidence.
Surface technical and content gaps, including crawler access, JavaScript rendering, canonical issues, missing structured data, and thin coverage.

Connected marketing systems coordinated through a shared execution layer

Turn findings into a ranked fix plan

Gradial connects each finding to a specific page or content change, so the work can move from analysis into your existing CMS and approval workflow.

Prioritize changes by buyer intent, visibility gap, and evidence from monitored answers.
Define concrete edits to page structure, copy, metadata, internal links, and structured content.
Route ambiguous claims, brand decisions, and policy-sensitive changes to the right reviewer.

Fix, approve, and measure again

Gradial agents can draft changes, route them through your governance, and push approved updates into the CMS. After changes are live, re-run the same prompts and citations to see what moved and decide what to improve next.

Keep humans in control with review gates before approved updates go live.
Re-check the same prompt set and source citations after each release.
Repeat the audit, fix, measure cycle instead of creating another recommendation backlog.

Case Study

Gradial GEO case study

From 2–3% to 26% mention rate in four weeks

See how GEO analysis guided a broader site redesign, which did the heavy lifting, and how weekly re-measurement showed Gradial's mention rate move from 2–3% to 26%.

Explore Gradial's GEO research across industries

Compare mention rates, citation rates, technical gaps, and source-authority patterns from more than 260 brands, institutions, and professional sports teams.