Know where you show up
Build a baseline across buyer questions and selected AI answer experiences. Separate observed mentions and citations from assumptions.
ANSWER ENGINE OPTIMIZATION
When customers ask AI who to choose, be in the conversation.
CiteGlance helps growth-stage B2B software companies understand whether AI tools surface their product when buyers compare solutions. Get a buyer-prompt visibility study, competitor and citation-source analysis, and a prioritized growth plan—without made-up scores or ranking promises.
✓ Evidence before edits✓ Built around buyer prompts✓ No ranking guarantees
AI VISIBILITY SNAPSHOTSAMPLE
BUYER PROMPT“What is the best solution for my team?”
AI
Brand mention
TRACKWas your brand named in the answer?
↗
Source citations
MAPWhich pages informed the recommendation?
◎
Competitor share
COMPAREWho appears instead—and why?
01
Observe → improve → repeatIllustrative workflow, not customer data
01 / 04AI SEARCH VISIBILITY
The work spansAI VISIBILITY·CITATION RESEARCH·CONTENT STRATEGY·MEASUREMENT
THE AEO LOOP
From AI answers
to actionable work.
Dashboards alone do not improve visibility. The job is to identify the gaps, make credible improvements, and measure whether the answers change.
↗
Find the sources shaping answers
Map competitor citations, review sites, comparison pages, directories, and other credible sources worth understanding.
Close the visibility gaps
Prioritize answer-ready pages, clearer product facts, structured data, useful comparison content, and credible third-party coverage.
Measure what changes
Repeat the same prompt set over time and connect visibility trends to qualified visits and leads when analytics data is available.
A REPEATABLE METHOD
Measure first.
Improve with proof.
AI answers vary by prompt, model, location, and time. A useful program tracks a consistent baseline and labels uncertainty honestly.
01
Baseline
Define your category, audience, competitors, markets, and the prompts your buyers actually ask.
02
Prioritize
Use observed answers and cited sources to create a ranked plan—not a generic checklist or a promise of instant rankings.
03
Improve
Implement the highest-value content and technical changes, with your approval for any publishing or outreach.
04
Re-measure
Re-run the same prompts, report changes, and adjust based on evidence.
FREE AEO READINESS CHECK
Check your site's
AI search readiness.
Check technical signals that may help answer engines discover and interpret your site. This is a readiness snapshot, not a live ranking test.
✓ No account required✓ No payment required✓ Results in seconds
START WITH YOUR BRAND
Find your biggest
AI visibility gaps.
Built for B2B SaaS teams with meaningful contract values and active growth budgets. We test buyer-intent prompts, record which brands and sources appear, compare competitors, and translate the findings into specific actions. Platform access and test method are documented.
AI Buyer Visibility Sprint · $1,500 fixed-scope20 buyer prompts · 3 AI platforms · competitor and source analysis · 30-day plan
STRAIGHT ANSWERS
AEO, without the hype.
Can anyone guarantee a ChatGPT ranking?
No. AI answers are probabilistic and change across prompts, models, and time. We measure observed visibility and work on factors we can reasonably influence.
Is this just traditional SEO?
It overlaps with technical SEO and content quality, but AEO also studies AI-generated mentions, citations, recommendation prompts, and competitor presence.
Do you fabricate reviews or mentions?
No. We focus on useful content, accurate company facts, technical clarity, and legitimate third-party visibility—not fake reviews or spam.
Do you already track every AI platform automatically?
The free checker is a technical snapshot, not an AI-engine rank tracker. Engine-level measurement must be scoped to the tools, access, and prompts actually available.