The short answer
- Peec AI fits teams comparing a defined prompt panel across models. Peec AI pricing describes daily collection.
- Peec AI’s plan comparison lists prompt allowances and three active models on self-service tiers.
- Country and API entitlements need confirmation: Peec AI’s pricing page lists country limits while its FAQ discusses region costs differently.
- Consider Otterly when its documented raw response formats or country-based counting better match your workflow.
Price the coverage you need
Define your panel before selecting a plan. Prompt counts alone do not tell you whether the desired models and countries are included.
Peec AI’s pricing comparison lists 50, 150 and 350 prompts with three active models on self-service tiers. Its FAQ defines answer volume as prompts multiplied by models and monitoring days. The Peec AI pricing table lists country limits, while its FAQ says regions do not add cost apart from prompt usage. Ask how the limits apply to your panel rather than assuming every tier has unlimited countries.
For example, a fixed panel of 50 prompts across three models for one monitoring day gives 150 answers under that formula. This is illustrative arithmetic, not a measured result.
Peec AI’s instructions conflict internally on included engines. Its pricing table and add-on list treat Perplexity differently. Request a current model list with the quote.
Record the exact prompt wording and observation window with the quote. A larger allowance is useful only if it covers the questions your team will actually use.
Interpret the observations
Use the results to inspect a selected sample of answers. A visibility score cannot prove what every buyer saw or purchased.
Peec AI’s instructions describe collection through user interfaces for most engines and distinguish source measures from brand measures. Ask which collection surface applies to each engine in your panel and how each metric you report is calculated.
A cited page and a brand mention represent different events. Inspect the answer and its source before drawing a conclusion about a recommendation.
Keep your prompt panel stable when reading a trend. Record changes to the competitor set and measurement window so that a dashboard change has context.
Keep the calculation behind any metric you plan to report. If another tool uses a different denominator or sentiment scale, compare the underlying observations before comparing the scores.
Keep a usable history
Treat a wording change as a new measurement series. Preserve the earlier observations before changing a question.
Peec AI’s prompt guide says archiving stops collection, preserves history and frees prompt allowance. Deleting removes history; changing wording requires archiving and creating a replacement.
Export the earlier series and label the change date. The replacement does not acquire equivalent historical observations simply because the old series remains available.
Use the original question as a baseline for decisions that need continuity. When a buyer question changes, document why the new wording matters and avoid presenting both series as one uninterrupted trend.
Test data access and exit
Make the export task part of the purchase decision. A chart alone may not provide enough detail to audit an answer.
Peec AI’s export guide lists separate chart CSV exports and a full-project chat CSV. It also describes URL-level API reports and live Looker reporting.
Peec AI’s API help article lists API access on all agency plans and on Pro, Advanced and Enterprise brand plans, excluding Starter. Confirm the order entitlement because the older instructions conflict on access.
Have the reporting owner inspect a sample export for the fields needed to match an answer to its prompt. We have not tested export schema or media parity.
Peec AI’s customer agreement states a 30-day customer-data export period after termination, followed by deletion subject to retention obligations. Annual plans require 30-day termination notice; confirm the applicable order and contracting terms.
Keep a copy of the export and check that your destination can read it. The published agreement is not proof that every field can be restored elsewhere.
How to compare the alternatives
Compare each alternative against the same panel and the same audit task. Choose the workflow that preserves the evidence your reporting owner needs.
Otterly’s export guide lists raw responses in CSV or JSON on all plans. Investigate Otterly if those formats and its documented citation fields fit your audit.
Scrunch’s API guide describes a rolling API history window. Investigate Scrunch when API retrieval is central and confirm its plan entitlement.
Surfer’s AI Search Analytics guide describes standalone monitoring tiers and report exports. Investigate Surfer if its configuration fits your reporting workflow; confirm raw-answer availability.
Use the AI visibility software buying guide to align measurement rules before comparing price. Ask each vendor for current coverage and a sample export.
Common questions
How does Peec AI calculate answer volume?
Peec AI’s pricing FAQ defines it as prompts multiplied by models and monitoring days.
Can Peec AI preserve a prompt’s history?
Peec AI’s prompt guide says archiving preserves history and frees allowance. A wording change requires a replacement.
Does Peec AI Starter include API access?
Peec AI’s current API help article excludes Starter. Older instructions conflict, so confirm the entitlement in your order.
Can I export Peec AI chats?
Peec AI’s export guide describes a full-project chat CSV. Check its fields against your reporting needs.
Should I choose Peec AI?
If its archive workflow and confirmed model coverage fit your panel, Peec AI merits a closer look. Test the export before committing.
Sources and scope
We read the linked vendor pages on October 29, 2026.
We have not run the product or tested its exports. Confirm current entitlements and applicable contract terms before committing.
Sources
- Peec: prompt and model allowances
Checked 2026-10-29. Supports answer-volume calculation and self-service model counts.
- Peec: engine coverage and metrics
Checked 2026-10-29. Supports sentiment scale and documents conflicting engine and API descriptions.
- Peec: prompt archive and deletion
Checked 2026-10-29. Supports the treatment of prompt history when archiving or deleting.
- Peec: data export options
Checked 2026-10-29. Supports chart, chat, URL-level and Looker export descriptions.
- Peec: API plan access
Checked 2026-10-29. Supports the current API entitlement description.
- Peec: customer agreement
Checked 2026-10-29. Supports post-termination export and annual notice terms.
- OtterlyAI: response and citation exports
Checked 2026-10-29. Supports response export formats and separate citation fields.
- Scrunch: API response data
Checked 2026-10-29. Supports response fields and the rolling API history window.
- Surfer: AI Search Analytics tiers and exports
Checked 2026-10-29. Supports standalone monitoring tiers and report exports.
