AI Search Tools for Agencies: Access, Usage and Reporting

If you buy AI search tools for an agency, you need capacity and access that work across your client accounts. OppAlerts publishes this page and sells one of the products on it, including on the seat and client-container points below, where it compares favorably.

Agency pricing depends on three things, and most vendors present only one clearly: how many clients you can manage, how many staff can log in, and how much collection you get. A tool that looks cheap on the third can be expensive on the first two.

1. The client container, and how many you get

Every product has a unit that holds one client's setup. It is called a workspace, a project, a website, a brand space or a campaign, and the allowance varies enormously.

One brand workspace on Scrunch Core is the limit an agency hits first, and it is worth naming because the plan is otherwise well specified at $250 a month. Peec addresses agencies directly on its pricing page, asking whether you run a GEO agency and offering prompt tracking across multiple brands.

Count your clients, then add the ones you will win this year, then check the tier that number lands in rather than the tier the features suggest.

2. Seats, which is where agency pricing usually breaks

An agency has account managers, specialists and analysts who all need access. Vendors split sharply here, and the difference can exceed everything else.

Charged per seat: Ahrefs includes one user and charges $40, $60 or $80 a month for each additional one by plan. SE Ranking meters manager seats at one and three. Scrunch Core includes five user licenses. Profound includes one seat on Starter and three on Growth. Frase charges $29 a month per extra seat.

Not charged per seat: Peec AI, Rankscale, AccuRanker, Talkwalker, Hunter and OppAlerts.

Work an example. A six-person agency team on Ahrefs Standard at $249 a month adds five users at $60, reaching $549. The same team on a product with uncharged seats pays the plan price. Before comparing any two quotes, price them for your actual headcount rather than for one login.

3. Usage, and whether it pools across clients

This is the question agencies most often get wrong, because a per-client allowance and a pooled allowance behave differently as the client list grows.

A pooled allowance lets a demanding client consume more while a quiet one uses less, which suits an agency with mixed accounts. A per-client entitlement means unused capacity on one account cannot help another.

The OppAlerts allowance is an account-level weekly figure: one call is one tracked prompt or keyword, on one provider, on one day. Published plan limits pair 30, 10 and 3 active campaigns with 10,000, 3,000 and 1,000 weekly credits. Tracked prompts belong to the account rather than to a campaign. A prompt can be associated with several campaigns or none. That means the allowance pools across clients and one busy account can be given more of it.

Ask each vendor directly: is the allowance per workspace or across the account, and can one client use more than an equal share?

4. Client separation, and what to verify rather than assume

Client containers organize work. Whether they also restrict access is a separate question, and the pages read for this research do not establish it for most vendors.

Scrunch sells user licenses and adds SSO with SAML and OIDC at Enterprise. Profound lists SSO and SAML with SOC2 compliance at Enterprise. Ahrefs, Semrush and others describe seats without describing per-client permissions on their pricing pages.

In OppAlerts, a campaign is an organizing unit rather than an access boundary. Campaigns hold a client's business description, brands, competitors and personas, and reports are selected against that context. There is no separate client login and staff cannot be restricted to particular campaigns.

If client-facing access or per-user restriction is a requirement of your agency's contracts, ask every vendor on your shortlist to demonstrate it rather than reading it off a feature list.

5. Reporting and export

Agencies report to clients monthly, and export capability decides how painful that is.

Peec offers CSV export and a Looker Studio connector plus an API. Brand24 exports to PDF, CSV and PPTX with shareable dashboard links. Ahrefs offers a Report Builder add-on with 50 reports and 500 widgets. Rankscale requires Pro or above for CSV and Sheets export of its fanout data. Profound provides no exports on its Starter plan and CSV and JSON above it.

OppAlerts is the weakest entry in this section. Reasonable exports are available during the paid period, bulk exports of the Prospect Index and News Index are not included, the detailed limits are still being finalized, and nothing can be exported once access ends. If a client contract commits you to handing over data at the end of a retainer, settle that before buying.

Check the export format your client reporting needs before assuming it exists on the plan you priced.

What OppAlerts offers an agency

The campaign provides the shared setup. Each client's business description, brands, competitors and three buyer personas are defined once. That definition then selects results across every report: tracked prompts and keywords, brand and competitor mentions, the prospect index searched by opportunity type, site contact lookups, and the news and blog index. It also supplies context for link gap analysis, PageRank history and content scoring.

For an agency the practical effect is that onboarding a client is one setup rather than one per tool, and the same context produces prospecting, monitoring, tracking and content work. Staff access is not charged per seat.

The limits are equally clear. Its engine list is shorter than most products here, at ChatGPT, Gemini and Google AI Mode for prompts and Google and Bing for keywords. There is no site audit and no content writing. Its API and MCP server are read-only, so an agency building a client dashboard can read data out and cannot create or change a campaign from code, and no request allowance is published yet.

Which to shortlist

Price every shortlisted product for your client count and your headcount together. That single step changes the ranking more often than any feature comparison.

Before choosing a plan, calculate usage across the client list and check how staff will work with it. That makes the comparison relevant to the agency you need to support.

See how agencies use OppAlerts, agency capacity and cost, or whether agencies can manage multiple clients.