01↗
Mention & omission
See whether the brand appears in a completed answer—and which relevant alternatives appear instead.
Appeared in 3 of 4 providers
AI Visibility Monitoring
Know when AI recommends your brand—and why.
Monitor how ChatGPT, Gemini, Claude, and xAI mention, rank, cite, and describe your brand. Inspect the original answers, compare competitors, and track what changes over time.
4 providersEvidence retainedFrom $29/month
AI Visibility
Representative product view
Active monitoring question
Which AI search intelligence platforms are best for evidence-backed brand monitoring?
ChatGPT
Mentioned#2Gemini
Mentioned#1Claude
Not mentioned—xAI
Mentioned#375%
Mention rate
#2.0
Average position
3
Competitors surfaced
Beyond a mention
Measure the recommendation buyers actually receive.
A brand can appear in an answer and still lose the decision. AI Brand Lens separates visibility, position, citations, competitors, and provider disagreement so one favorable sentence does not hide a commercially important gap.
02↗
Recommendation position
Distinguish first-choice recommendations from alternatives, passing references, and unordered mentions.
Average observed rank #2.0
03↗
Citation coverage
Inspect the sources returned with each answer and whether owned evidence is represented.
6 sources · 2 owned
04↗
Provider disagreement
Preserve meaningful differences instead of averaging four distinct answers into one misleading score.
Claude disagrees with 3 providers
Evidence, not screenshots
Every score stays connected to what AI actually said.
Keep the question, complete answer, provider and model context, citations, timestamp, competitors, and evaluation together. Review a conclusion without reconstructing the test from someone’s browser history.
Read the complete methodology →C
Brand omittedClaude response
Original answer evidence
For teams evaluating AI search intelligence, the strongest options combine repeatable prompt monitoring, source visibility, and competitive analysis. Consider platforms that preserve response-level evidence and explain how results were measured.
industry-report.example ↗competitor.example ↗research.example ↗
Evaluation
Review opportunityTwo competitors appear. The tracked brand is absent, and no owned source supports the answer.
Provider disagreement
Four answers are more useful than one averaged opinion.
Different providers use different models, retrieval systems, indexes, and source-selection methods. AI Brand Lens treats disagreement as a finding: a way to see whether the brand story is stable, isolated, incomplete, or dependent on one ecosystem.
ProviderBrandPosition
ChatGPTVisible#2
GeminiVisible#1
ClaudeMissing—
xAIVisible#3
Interpretation
The brand has broad visibility, but Claude’s omission deserves answer-level review before the team changes anything.
Citation evidence
Sources returned across completed answers
aibrandlens.com
Owned
industry-review.example
Earned
competitor.example
Competition
reddit.com
Social
Citations and public proof
See which sources shape the answer.
A citation is evidence for one generated response—not a permanent endorsement. Review the domains and pages providers returned, identify whether owned evidence is present, and find the third-party sources or competitors influencing the category.
Competitive presence
Find the questions competitors are winning before you.
Discover competitors from real provider answers, compare their visibility and recommendation position, and preserve the prompt-level evidence behind every gap.
BrandVisibilityAvg. rank
Your brand64%#2.8
Competitor One78%#1.9
Competitor Two42%#3.4
Competitor Three31%#4.1
Highest-impact gap
Comparison prompts
Competitor One appears first in 7 of 10 comparison answers. Providers repeatedly cite its category guide while the tracked brand’s comparison evidence is absent.
Next review
Inspect the 7 answers and the cited guide before creating new content.
Historical monitoring
Know what changed, when it changed, and what evidence moved with it.
A one-time screenshot can expose a problem. A durable timeline shows whether the change persists after provider updates, new evidence, competitor movement, or improvements to your own public record.
Visibility history
Six comparable monitoring periods
72%
42W1
48W2
45W3
57W4
64W5
72W6
+8 pts
Visibility
+2
Owned citations
−1
Competitor gap
How it works
A repeatable measurement process, not a one-time AI trick.
AI Brand Lens keeps collection, evaluation, interpretation, and recommendations distinct so teams can inspect what was measured and understand the limits.
Define the buyer questions
Choose the category, comparison, problem, location, and purchase-intent questions that shape discovery.
Run comparable provider scans
Ask the same substantive question across supported providers with search grounding where available.
Preserve the complete evidence
Store the question, response, provider and model context, citations, timestamp, and evaluation output.
Measure observable signals
Evaluate mentions, omissions, position, competitors, citations, confidence, and provider disagreement.
Track what changes
Repeat the baseline on a dependable schedule and retain the historical answers behind every movement.
Prioritize the next action
Turn competitor wins, missing proof, and perception gaps into an evidence-backed queue for the team.
Built for the team
One evidence record for everyone responsible for the answer.
Marketing, SEO, content, and leadership should not maintain separate screenshots and interpretations of the same AI discovery problem.
Marketing leaders
Know whether AI repeats the market story the team is paying to build.
SEO teams
Extend search reporting into generated answers, source citations, and provider differences.
Content teams
Prioritize pages and proof tied to observed questions instead of speculative content volume.
Founders
See whether the company story is understood, trusted, and included in the consideration set.
Start with evidence
See the answer before you buy the monitoring program.
Run one buyer-style question through ChatGPT and Gemini, inspect the complete answers, and see which competitors surface. Upgrade when recurring monitoring becomes useful.
Questions, answered
Understand what the numbers can—and cannot—prove.
For deeper measurement details, visit Methodology & Data.
Is AI visibility the same as a Google ranking?+
No. AI answers are generated responses, not a fixed list of links. AI Brand Lens records point-in-time observations across questions and providers, then preserves the answers so movement can be interpreted in context.
Which AI providers does AI Brand Lens monitor?+
Paid monitoring supports ChatGPT, Gemini, Claude, and xAI subject to current provider availability. The free snapshot intentionally compares ChatGPT and Gemini.
Can AI Brand Lens guarantee that AI will recommend my brand?+
No outside platform can guarantee a mention, citation, ranking, or recommendation from an independent AI provider. AI Brand Lens measures the returned answers and identifies evidence gaps worth investigating.
Why do different providers return different answers?+
Providers use different models, retrieval systems, indexes, instructions, and source-selection methods. That disagreement is useful evidence about whether a result is widespread or isolated.
What should we do after finding a visibility gap?+
Inspect the original answer, identify the competitor or source that displaced the brand, verify owned evidence, improve the smallest defensible set of pages or proof, and rescan without claiming causation from a single result.