Peec AI tracks AI search visibility. Beseam shows what to change when a product is missed.
Peec AI is an AI-search analytics platform that tracks visibility, share of voice, sentiment, position, competitors, cited domains, and individual chats, with AI engines used as a top-level filter. Beseam also watches AI discovery, then follows a missed shopping question into the product or page you can change. It prepares the change and asks the same question again afterward.
AI discovery & visibility · reviewed August 22, 2026
Choose Peec AI when
Choose Peec AI when a focused AI-search analytics workspace for visibility, share of voice, sentiment, position, competitors, domains, and chats is the main need.
Choose Beseam when
Choose Beseam when you need more than a visibility score: see which shopping question you missed, what you can change on the store, make the change with approval, and ask again.
Use both when
Keep Peec AI for specialist AI-visibility monitoring. Use Beseam when a missed shopping question needs to become a store change and then be checked again.
What it does not replace
What Beseam does not replace
Beseam is not a one-for-one replacement for Peec AI's dedicated AI-visibility reporting, competitor benchmarking, or the specialist monitoring process teams already use there.
In practice
What changes in practice.
Checked August 22, 2026
Typical owner
SEO, content, and marketing teams; agency plans support multiple client projects.
Ecommerce or commerce operations, with product, growth, marketing, or engineering involved as the question requires.
Setup
Create projects, allocate prompts, choose models, and configure markets for recurring tracking.
Connect the relevant store and data sources around the business question being investigated.
Primary output
Visibility, share of voice, sentiment, position, competitor, cited-domain, and chat analysis.
An evidence-backed decision, owned action, explicit brand-owner approval, and check again of the original problem.
Replace or keep?
Keep Peec AI when focused AI-search analytics and prompt monitoring are the main job.
Use Beseam when the finding must be tied to the affected product, page, query, or journey and carried through change and check.
Pricing model
Tiered mainly by tracked prompts, models, and projects, with custom Enterprise coverage.
No public self-serve price on beseam.com; scope starts with a commerce review.
Choose the tool that fits the job.
Choose Peec AI when
- You want a focused dashboard for AI visibility, share of voice, sentiment, and average position.
- Your team wants to drill into individual competitors, cited domains, and chats behind the aggregate metrics.
- Filtering the same analysis by AI engine is more useful than a large brand-by-engine matrix.
Choose Beseam when
- A missing recommendation or citation needs to be tied to the right product, page, source, or catalog fact before anyone changes content.
- The team wants to see who was recommended and what product, store, shopper, or purchase data may help explain why.
- The original shopping question, proposed change, approval, application, and check afterward need to stay together.
Compare how each tool works.
Primary job
Track visibility, share of voice, sentiment, and position across brands and AI engines.
Watch AI answers, tie a miss to the right product or page, make an approved change, and ask the same shopping question again.
Diagnosis
Drill into competitors, domains, and individual chats to understand which prompts and sources are driving the gap.
Keep the answer, sources, competing brands, product facts, and page checks with the same question.
Action model
Teams use the monitoring and drill-down evidence to decide what to change in their existing content and operating processes.
Turn a finding into a specific change that waits for brand-owner approval instead of ending as another recommendation.
What happens after the answer
Specialist evidence about AI answers, mentions, citations, competitors, prompts, and sources.
Connect the answer to product facts, the store, shopper behavior, checkout, orders, and the same question asked again.
Best relationship
Specialist AI-discovery monitoring and analysis.
Carries a missed shopping question into an approved store change and checks it again.
What happens after the signal appears?
Observe the answer
Track a prompt set and surface how often the brand appears, how it compares with rivals, and which sources are cited.
Ask a real shopping question across the AI assistants you track and keep the answer, who was recommended, and the sources behind it.
Understand the gap
Drill into competitors, domains, and individual chats to understand which prompts and sources are driving the gap.
Tie the lost recommendation to the right product, page, source, claim, or store issue before choosing what to change.
Change what you control
Teams use the monitoring and drill-down evidence to decide what to change in their existing content and operating processes.
Keep the proposed change, affected product or page, owner, and brand-owner approval with the original answer.
Ask again
Continue monitoring the tracked prompt set and compare subsequent visibility metrics.
Ask the same shopping question again and keep the before-and-after answers with the change that was made.
Real Beseam AI-discovery evidence. The question, answer, competing recommendation, supporting evidence, change, and check again stay connected instead of ending as a visibility score.
FAQ
Before you change the stack.
Does Beseam replace Peec AI?
Not necessarily. Peec AI is a specialist AI-visibility platform. Beseam also watches AI discovery, then connects a useful miss with the product, store, shopper, and outcome evidence needed to decide what to do next.
Can Peec AI and Beseam be used together?
Yes. Peec AI can remain a specialist monitoring source while Beseam connects the finding to the affected product or journey, the approved work, and the relevant result afterward. Exact integration availability depends on the setup.
When should I choose Peec AI instead of Beseam?
Choose Peec AI when a focused AI-search analytics workspace for visibility, share of voice, sentiment, position, competitors, domains, and chats is the main need. Choose Beseam when the bigger problem is carrying discovery evidence into product, store, shopper, and business decisions rather than stopping at the monitoring layer.
Sources reviewed
Official product sources · August 22, 2026
Related comparisons
Keep the systems that work. Connect the evidence they leave apart.
In a 20-minute store review, we use one real finding to show how Beseam connects the tools already in place and keeps the loop moving from evidence to measured change.