Question coverage
Configured branded, category, comparison, use-case, deal, shipping and where-to-buy prompts define the market slice you monitor.
AI visibility monitoring (GEO)
See when your products appear in AI answers - and why competitors win instead.
Beseam AI Visibility monitors the buying questions that matter to your catalog across configured AI answer and shopping surfaces. It turns each run into a clear visibility verdict, a trend and an evidence path your SEO, GEO, content and ecommerce teams can investigate.
Every percentage is calculated from configured monitoring targets and links back to the prompt, answer, channel, product result and observation time.
What Beseam uses
Concrete evidence contributing to this Beseam workspace.
Visibility, accuracy and control
See whether products appear, whether their facts are represented accurately and whether your store is credited as the merchant.
Citations and competitors
Track which sources an answer cites, which competing products appear and who holds the top product-card or citation position.
Run-level evidence
Open the original prompt, response, product results, citations, competitor reasons and observation time behind the metric.
The evidence path
One trust model across both Beseam workspaces.
- 01
Connect the source
Use the store, search or storefront evidence already in scope.
- 02
Check freshness
Confirm the source is configured, working and recent enough.
- 03
Keep provenance
Attach the source record, affected scope and observation time.
- 04
Route the issue
Give the right owner an investigation path and next action.
01
Lead with a plain-language visibility verdict.
The overview tells a merchant how often monitored AI answers include their products and whether that rate is improving. Accuracy and merchant control sit beside visibility so a mention is not mistaken for a correct or commercially useful recommendation.
- Visibility shows how often a product appears for monitored questions.
- Accuracy checks whether AI represents supported product facts correctly.
- Control shows whether your store is credited as the seller.
02
Compare answer engines, questions and competitors.
One overall rate can hide where the real change happened. Beseam breaks monitoring down by channel, product and prompt family, then shows which competitors and cited sources appeared when your product did not.
- Filter trends to the channels your store actually monitors.
- Compare branded, discovery, comparison and buying-intent questions.
- Open competitor sightings and the exact runs where they appeared.
03
Move from a chart to the evidence and next action.
A regression becomes useful when the team can open the underlying answer. Run detail keeps the prompt, response, positions, citations and reason evidence together so the next action is grounded in what was observed.
- No detached score without the monitored sample behind it.
- No claim that a single run represents every buyer or answer.
- No guaranteed ranking, traffic or revenue outcome.
Current product boundary
What Beseam does not claim
- Visibility reflects configured prompts and channels, not the entire market.
- AI answers can change between runs and are point-in-time observations.
- Competitor and citation evidence does not prove the cause of a ranking change.
- Monitoring does not guarantee future recommendation, traffic or revenue.
Questions about ai visibility monitoring (geo)
What does GEO mean?
GEO means generative engine optimization: improving how a brand or product is understood, cited and recommended in AI-generated answers. Beseam focuses on monitoring the observable result and the evidence behind it.
Which AI surfaces can Beseam monitor?
Configured targets can cover surfaces such as ChatGPT Shopping, Gemini, Perplexity, Claude, Google Shopping and related search or catalog channels. Available coverage depends on the targets configured for the store.
How is AI visibility calculated?
Visibility is the share of monitored AI queries in which the product appeared. Beseam also reports accuracy and merchant control separately so an inaccurate mention or reseller attribution is not counted as a complete win.
Continue exploring Beseam
Start with your store - and how AI sees it.
Review your Shopify setup, current monitoring coverage and priority AI visibility questions in one focused session.