Know when AI cites you. Fix it when it doesn't.
Track your brand's citation share-of-voice across AI answers. See which competitors win specific prompts. Turn gaps into deployable on-page changes — across every CMS you manage.
AI answers are replacing search results. Are you getting cited?
When ChatGPT, Gemini, or Perplexity answer a question about your market, they cite specific sources. If your competitors are cited and you're not, you're losing demand you can't even measure — until now.
From prompt testing to impact — in one loop
AnswerShare Observatory closes the loop from observing AI answers to deploying fixes to measuring lift.
Run prompt packs
Schedule persona-, location-, and category-based question suites. We capture every AI answer, citation, and competitor source.
Compare citation share
See exactly which prompts cite your brand, which cite competitors, and where you're invisible. Evidence for every data point.
Deploy fixes
Get a prioritized fix list — schema, FAQs, entity phrasing, internal links — with copy/paste snippets ready for your CMS.
Evidence-backed, not guesswork
Every metric links to the underlying prompt run and captured answer. Recommendations show the triggering prompts and competitor examples that informed them. No black-box scores — you see the source trail before acting.
- Prompt-level citation evidence
- Before/after comparison on re-runs
- Competitor source analysis
- Exportable reports for stakeholders
Built for operators who manage many sites
Whether you run one brand or an agency portfolio, the workflow stays the same: schedule, observe, fix, measure.
Multi-site operations
Manage 40+ client sites from one dashboard. Assign prompt packs, track per-site progress, and generate client-ready reports.
CMS deployment
Push fix snippets — FAQ blocks, schema markup, entity copy — directly to WordPress, Webflow, and Shopify, or export for any CMS.
Prompt pack library
Pre-built and custom prompt suites grouped by persona, city, and category. Schedule weekly runs and get change alerts.
Repeatable cycles
Built around weekly test → fix → re-measure cadence. Track lift over time and know exactly which changes moved the needle.
Team + client seats
Invite team members and share read-only report links with clients. Role-based access keeps operations clean.
Impact reporting
Show stakeholders which prompts flipped, citation share-of-voice changes, and the ROI of each on-page fix deployed.
Stop guessing. Start measuring AI visibility.
Your competitors are already showing up in AI answers. Run your first prompt pack and see exactly where you stand — with evidence for every citation.
