The short answer
- Compare AI visibility tool pricing against one written workload: questions, selected models, checks, market, seats, history and exports. Eliminate plans that miss an essential requirement before comparing the bill.
- Twenty questions across two models, checked daily for 30 days, require 1,200 planned response observations. That calculation checks capacity; it does not make different vendors' datasets equivalent.
- Ask for the full monthly charge, annual commitment and expansion price. Leave unconfirmed add-ons and delivery requirements visible instead of treating them as included.
AI visibility tool pricing can put a $99 plan beside a $95 plan even when only one includes the second reviewer your team needs. The missing seat can change the relevant tier before prompt volume becomes a constraint.
Write down the monitoring job first. Then ask each shortlisted vendor to price that job, identify what remains unverified, and show the evidence your team will use. This guide provides a worked budget and a quote brief you can copy.
We make GeoRamp and include it below. The comparison uses published scope and prices checked October 28, 2026, rather than a hands-on vendor benchmark. Prices are USD base subscriptions before tax, optional add-ons or introductory offers.
Write the workload before opening a pricing table
Consider an illustrative SaaS team with one brand, one US English project, two reviewers and 20 buyer questions. It wants one observation per question each day on ChatGPT search and Gemini, plus 90 days of history and an export of answers, citation URLs and timestamps.
The collection budget is:
20 questions × 2 models × 1 daily check × 30 days = 1,200 planned observations.
Count an extra market, independently collected persona, or repeated run only when it creates another observation. Do not multiply by competitors automatically: ask whether competitor analysis reuses the same answers or consumes additional collection allowance.
Record the collection method too. Consumer-interface observations, provider API responses and an existing vendor prompt index are different evidence. Matching the number of requested observations does not make their outputs interchangeable. The product pilot guide covers evaluating that evidence.
Use the quote brief below to keep the request consistent. If you cannot name the question set or the person who will review it, a small manual baseline may be the better first purchase.
Read the meter and the entitlement separately
A prompt allowance can count stored questions, recurring tracked questions or daily processing. A credit allowance may count individual model responses. Read the vendor's definition before converting either into a monthly capacity.
Seats, projects and delivery permissions are separate gates. An unused response allowance cannot supply an extra reviewer, another client workspace or an export the tier does not include. Record these as requirements, rather than additions to a proprietary value score.
For the illustrative team, the following published plans provide concrete checks. They are candidate configurations to investigate, not confirmation that every requirement is met.
| Plan and base monthly price | Confirmed scope relevant to the brief | What still needs checking |
|---|---|---|
| Peec AI Starter: $95 | 50 prompts, three selected models, daily tracking, one project and unlimited users | Confirm the exact selected models, required history and export entitlement. More models can cost extra. |
| AthenaHQ Starter: $295 | 3,600 monthly credits; the page defines one credit as one AI response and lists CSV export | Confirm reviewer permissions, the required response/export detail, and whether other usage draws on the allowance. API access and extra credits are paid add-ons. |
| GeoRamp Basic: $99; Pro: $199 | Basic has one seat; Pro has three seats and two brands | Basic misses the two-reviewer requirement. Pro uses provider APIs. Require a demonstrated export: the reviewed report delivery actions were incomplete. |
Peec's prompt slots and Athena's response credits describe different meters. The example needs 20 recurring questions but 1,200 response observations. Athena's stated credit allowance is above that planned response count; it does not establish that all other contractual and workflow requirements are satisfied.
GeoRamp's public daily prompt and monthly answer allowances should also be confirmed against your actual model schedule. Do not infer an engine-by-engine entitlement by dividing a headline answer count. If consumer-interface collection or a working report export is mandatory, unresolved scope matters more than the price.
For a broader shortlist by workflow, use the SaaS marketing-team buying guide. Keep a cheaper plan on the shortlist only when it can do the required job.
Price the next realistic change
Now expand the same example from 20 to 80 questions, leaving the two models and daily schedule unchanged. The request becomes 4,800 planned observations per 30-day month.
That crosses Peec Starter's published 50-prompt allowance and Athena Starter's 3,600-response credit allocation. Ask for the actual higher allowance or additional-credit quote. Do not assume a linear fourfold bill, free overages or an automatic upgrade. Check whether the product stops collection, buys more capacity or changes the schedule at the limit.
Also price a second brand or another reviewer if that is the likely expansion. A shared prompt pool and a separate client workspace are not necessarily the same entitlement. Keep the original baseline quote so the cost of the change remains visible.
Cost per planned observation can be a budgeting check after the scope passes. A fictional $120 monthly quote covering the entire 1,200-observation brief would be $0.10 per planned observation. That is neither cost per useful answer nor evidence that the product is more accurate. Failed runs and unused capacity still need review.
Put the cash commitment beside the monthly equivalent
An annual equivalent is useful for budgeting, but it is not the amount committed for a one-month experiment. GeoRamp Pro's published annual total is $2,028, equivalent to $169 per month. Twelve base monthly payments at $199 total $2,388. The difference is $360 before other charges or contract terms.
Put both numbers into the comparison. A team still validating its monitoring process may value a shorter commitment more than the annual saving. Confirm renewal, cancellation, proration and access after cancellation from the terms that apply to the actual purchase.
Include any required engine, API, export, setup or integration charge. Keep review time separate from the subscription so the owner can see both. More collected answers are not useful capacity if no one has time to inspect the findings and assign changes. If agent-facing content delivery is part of the quote, use the GeoRamp vs Scrunch comparison to check the entitlement and a staged update before committing.
Send the same brief to each shortlisted vendor
Copy this request and replace the example inputs. Ask the vendor to identify included, excluded and separately priced items. Keep the dated response with the plan name and the quote's expiry.
Brand / project: 1 / 1
Market / language: US / English
Reviewers: 2
Questions: 20 (fixed list attached)
Surfaces: ChatGPT search + Gemini
Collection: state UI, API or index
Runs: 1 per question/model/day
Planning period: 30 days
Planned observations: 1,200
History required: 90 days
Export: answers, URLs, timestamps
Expansion: 80 questions / 4,800 runs
Quote: full monthly and annual bill
Add-ons: list price and entitlement
At limit: state stop/overage rules
Exit: cancellation and data access
Quote valid until: specify dateBefore committing, have a reviewer follow one answer to its source and obtain the required export on the proposed plan. A sales-page feature label does not demonstrate that handoff. Record any missing entitlement as unresolved; do not replace a failed requirement with an attractive cost-per-prompt calculation. For an editorial team, the content-team buying guide separates chart files, source-level exports and CMS drafts.
If the manual process is still manageable, keep it. If recurring collection is the bottleneck, use the brief to choose a funded configuration and an owner for the review work. The platform evaluation scorecard helps when procurement needs a wider data-quality check.
Bring your monitoring brief to a GeoRamp demo
Check the collection method, plan limits, seats and actual delivery workflow against your requirements before choosing a subscription.
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