The short answer
Peec AI is worth evaluating when your team needs AI search analytics and action opportunities. FoundUp is worth discussing when you need someone to own agreed website and content work. Compare the full workflow from an observed answer to a published correction, not just the number of tracked prompts.
Compare responsibilities before you buy
On a smaller screen, scroll the table sideways to compare both options.
| Decision | Peec AI | FoundUp |
|---|---|---|
| What you buy | AI-search analytics with plan-based tracking and action capabilities.Peec AI plans and capabilities | A service scope covering agreed research, website changes, content or monitoring.FoundUp scope and terms |
| Tracking coverage | Plans distinguish prompts, active models, countries, languages and tracking frequency.Peec AI plans and capabilities | Specify the actual questions, platforms, markets and frequency before work begins.FoundUp scope and terms |
| Acting on findings | The feature list includes actions. Check which actions your plan can execute and which need your team.Peec AI plans and capabilities | List the changes to be delivered and the person responsible for each approval.FoundUp scope and terms |
| Reporting and access | Check exports, integrations and API availability for the selected plan.Peec AI plans and capabilities | Agree the observation fields, reporting period and handover items.FoundUp scope and terms |
| Cost basis | Compare the plan and any additional-model charges at the required tracking volume.Peec AI plans and capabilities | Written proposal; software subscriptions or other external costs need an explicit allocation.FoundUp scope and terms |
| Buying decision | Useful to evaluate when a team can operate tracking and act on the results; confirm execution support.Peec AI plans and capabilities | Discuss the specific implementation work you want to commission.FoundUp scope and terms |
What Peec AI documents
Peec AI presents AI search analytics for marketing teams and agencies. Its plan comparison lists visibility, position and sentiment, along with source analytics, gap analysis, recommended actions and agent actions. Feature availability and limits need checking against the selected plan. It would be inaccurate to assume that every Peec workflow stops at a chart.
A source gap can tell you where to investigate. It does not automatically establish why a source was selected or whether a proposed change will increase citations. Open the original response and source page before turning an opportunity into a content assignment.
Sources: Peec AI overview · Peec AI plans and capabilities
Check what the prompt numbers actually measure
Peec’s published capability table defines prompt volume as relative topic demand on a 1–5 scale. It defines monthly AI answers using tracked prompts multiplied by active models and tracking frequency. A demand scale and a count of collected answers measure different things; neither is a count of your customers asking ChatGPT the exact tracked question.
For an evaluation, write down one question, the selected models, the schedule and the reporting period. Ask how changing each affects the included answer count or allowance. Then inspect one saved answer and its sources. Keep the demand estimate beside its definition rather than treating a larger number as evidence of more business enquiries.
If comparing Peec with a FoundUp monitoring scope, require the same inventory of questions, platforms, markets and observation periods from each. Add the operating work: reviewing factual errors, approving content and publishing repairs. Choose software when your team can own that cycle; discuss delivery support when those tasks are the constraint.
Sources: Peec AI plans and capabilities
Choose around your reporting needs
A team with an existing website, an editor and a publishing process may benefit from a tool that makes recurring analysis easier. During a demo, use questions customers actually need answered: service fit, location, constraints and alternatives. Inspect how a brand mention differs from a link to your own domain.
Ask what happens when a question gets no answer, a model changes or a source disappears. You need to know whether the historical denominator changes. A share-of-voice chart without its prompt set and coverage is difficult to use in a business decision.
Resolve the implementation gap before buying
Write down the next action after a finding. If your service page lacks an eligibility condition, who interviews the owner, checks the wording, edits the page and approves publication? If an external directory is wrong, who requests the correction? Separate owned-site work from outreach and from a publisher's independent editorial decision.
Peec's action features and an agency relationship may address parts of this process. Ask for the exact arrangement. FoundUp can discuss a written scope covering audits, content, websites and monitoring, but does not imply that all these services or third-party subscriptions are included in every pilot.
An evaluation that fits a small business
Choose a stable set of questions covering one service and one target market. Save the original wording before collecting a baseline. Have the provider walk through one answer that is correct, one that is incomplete and one that cites a competitor. Inspect the linked evidence rather than treating every nearby URL as support for every statement.
Next, ask for an actionable brief and an implementation estimate. For an owner without a marketing team, the time needed to review findings each week may matter more than the largest prompt allowance. For an agency managing several clients, exportability and permissions may matter more. These are different needs, not a universal product ranking.
When FoundUp is not the right substitute
If you need a self-service analytics product with your own daily workflows and account controls, evaluate that requirement directly with software vendors. FoundUp has not published a matching software feature matrix. A service proposal must state which tools are used, what evidence you receive and whether you have direct account access.
Compare the subscription, staff time and implementation budget with a service fee that states its deliverables. Confirm prompt ownership, export formats, historical data access and cancellation terms. Keep a copy of the agreed baseline so changing providers does not erase your ability to compare observations.
Keep Peec AI, add support, or move?
Start by listing what your current Peec AI setup does well and which work lacks an owner. Keeping the product and adding implementation support may be more practical than replacing it. Confirm compatibility, account access and who reviews and publishes each change before combining services.
If you decide to move, inventory the pages, content, accounts, integrations and reporting history you need to retain. Ask Peec AI about current export and cancellation terms. Agree redirects, form testing and the first monitoring baseline before switching. This is a buyer checklist, not a claim that every feature or data format can be migrated.
Questions & answers
Does buying AI visibility software include website edits?
Do not assume it does or does not. Peec lists action capabilities; ask how the selected plan, integrations or partner engagement translates those into approved changes on your site.
Can I use software and a service together?
Yes, if the responsibilities and account access are agreed. A tool can support research while a service implements approved work. Avoid paying two parties for an undefined version of the same task.
Sources and review
Official sources reviewed . We reviewed published documentation, not a paid-account trial. Capabilities are vendor descriptions; the evaluation exercises are FoundUp's advice. Verify current availability and terms with each provider.
FoundUp is the organizational author and has a commercial interest in this comparison. For corrections, email info@getfoundup.ai with the statement and a supporting source. See our editorial approach.
Turn the comparison into a decision
Use the website audit checklist to define the work, the prompt-testing guide to specify the evidence, and the pricing approach to review a FoundUp proposal. You can also compare the buying routes.