Best AI Visibility Tools for Agencies Serving Shopify and DTC Clients (2026)

The best AI visibility tool for an agency is the one that lets you run many clients without rebuilding setup each time, produces reports a client will read, and shows what to fix. For Shopify and DTC clients, Nudge is the pick when the deliverable is a shipped fix. Otterly, Peec, Scrunch, Profound and AthenaHQ lead on agency packaging.

What do agencies need from an AI visibility tool?

Agencies buy differently from in-house teams. A brand needs one dashboard it trusts. An agency needs to repeat the same service across ten or thirty clients without the cost, setup time or reporting effort growing in a straight line.

For DTC and Shopify clients, we would score every tool on four things:

1. Client structure. Separate workspaces or projects per client, role-based access, and a way to audit a prospect before they sign.

2. Client-ready reporting. Exports, a Looker Studio connector or an API, so the report matches how you already report on SEO.

3. Cost per client. Prompt limits, engine add-ons and per-project pricing decide your margin more than the headline price does.

4. The fix. A score tells a client where they stand. A retainer renews when you can show what you changed and what moved.

The last point is where the category splits, and it is where most agency lists stop short.

Which AI visibility tools work best for agencies?

Prices below are list prices on each vendor's own site as of November 5, 2026. Plans change often, so confirm before you quote a client.

1. Nudge: the tool that ships the fix for Shopify and DTC clients

Nudge is the agentic commerce platform for consumer brands. For an agency, the useful part is that it covers both halves of an AI search retainer on a client's store: seeing where the brand is missing, and fixing it.

Nudge AI Visibility tracks a corpus of topics and prompts across ChatGPT, Gemini, Perplexity and Google AI surfaces. Each run records whether the brand was mentioned, which competitors were, and which sources the answer cited. It also tracks how often each product is named, per prompt and per platform. Prompts are tagged branded or unbranded, which stops a client from celebrating a high score on prompts that already name them.

That product-level view is what a DTC client asks for first: which of my products do shoppers actually get shown? Competitive benchmarking against named competitors answers the second question, who is taking the recommendation when we are not.

The fix side is where agencies usually run out of tooling. Nudge's Opportunities turn gaps into reviewable work, a specific page to build or a product to fix, and a human approves before anything ships. Nudge Catalog Enrichment scans every product, verifies findings against the live product page, and produces a JSON-LD snippet plus a changelog that connects each fix to a score change. That changelog is the artifact an agency can put in front of a client.

Not sure where a client stands today? The free catalog scan gives you a readable starting report for a prospect or a new account.

Nudge Funnels covers the page a shopper lands on after an AI answer or an ad. Each funnel runs against the default page as a control, which gives an agency a lift number measured against something rather than asserted.

What an agency can run per client today. Each client's store, analytics, Search Console and ad accounts connect to Nudge, and the platform then tracks prompts, product mentions, citations and catalog health for that brand. Nudge's public pages mention enterprise plans for multi-brand groups, but they do not document agency-specific features such as a multi-client workspace, a branded client portal or white-label reporting. Ask about those on a demo rather than assume them.

Honest limit. Nudge is built for consumer brands that sell online with a real catalog. It is not a general-purpose tracker for B2B, local or lead-gen clients.

2. Otterly.AI: lowest cost per client

Otterly publishes the clearest agency terms of the group. Agencies apply for Agency Partner status after subscribing to Standard or Premium, and partners get separate workspaces per client, one team login, pitch workspaces for prospect audits and single invoicing. Reports can go through Looker Studio with your branding.

Prices on Otterly's pricing page: Lite $29/month ($25 annual) for 15 prompts and one workspace, Standard $189/month ($160 annual) for 100 prompts and unlimited workspaces, Premium $489/month ($422 annual) for 400 prompts. ChatGPT, Google AI Overviews, Perplexity and Copilot are included. Gemini, Google AI Mode and Claude cost extra.

Limit for Shopify clients: it is a tracking and monitoring tool. Product-level fixes and catalog changes happen elsewhere.

3. Peec AI: simple prompt tracking, priced by project

Peec's self-serve plans are Starter at $95 per month (50 prompts, 1 project), Pro at $245 (150 prompts, 2 projects) and Advanced at $495 (350 prompts, 5 projects). Team users are unlimited on every plan. CSV export is on all plans, an API on Pro and above, and the Looker Studio connector on Advanced. Peec links to a separate agency pricing page for tracking across multiple brands.

Limit for Shopify clients: project counts rise with price, so cost per client depends on how many projects you need. It reports gaps and does not act on them. See how it compares in our Nudge vs Peec comparison.

4. Scrunch: multi-brand in one workspace

Scrunch's agency page describes managing all client brands from one workspace, spinning up client or prospect environments with competitor tracking and topic generation prefilled, and giving each client Guest access limited to their own brand. Reports can be shared through Looker Studio, and a Data API is available. The Agency Partner Program lists special agency pricing, a free seat on any referred client account and referral commissions up to 20% of payments Scrunch receives.

Self-serve Starter is $250 per month billed annually ($300 month to month) with 350 custom prompts and 3 user licenses.

Limit for Shopify clients: the agency program is strong on client access, but it is a monitoring product, so the fix still sits in your own workflow.

5. Profound: enterprise-grade, priced to match

Profound's pricing page lists a free trial (50 prompts across three engines for seven days) and a custom-priced Enterprise plan with up to nine answer engines, exports, an API and SSO. It also lists an Agency Growth plan with 400 credits per month per client workspace, without a price on the page. Profound also publishes an agency-focused listicle, which ranks itself first, so weigh it accordingly. Compare directly on our Nudge vs Profound page.

Limit for Shopify clients: pricing is not public for most plans, which makes margin math hard for a mid-size DTC retainer.

6. AthenaHQ: an agency program with certification

AthenaHQ's agency program covers multi-brand management from one platform with team permissions, pitch-ready workspaces, GEO certification and a dedicated Agency Growth Manager. Self-serve Starter is $295 per month with 3,600 credits, 11 AI models, unlimited seats and a Shopify integration. Enterprise adds SSO, audit logs and BI tool support.

Limit for Shopify clients: the program page does not publish agency pricing tiers, and credits are consumed per AI response, so cost per client scales with how many prompts and models you track.

7. Semrush and Ahrefs: if your clients already live in your SEO suite

Semrush lists AI visibility features in its SEO + AI Search plans: SEO from $117.33 per month and Starter from $165.17 per month (both billed annually). Starter covers 50 prompts tracked daily on one domain, and Semrush positions it for small teams and agencies. Ahrefs Brand Radar prices Custom Prompts from $50 per month and an AI Visibility Index from $199 per month, and tracks mentions, citations and share of voice across six AI surfaces. Its page does not describe multi-project or agency features.

Limit for Shopify clients: both are SEO suites first. They report AI mentions next to rankings, but neither writes product data or builds pages.

How should an agency choose?

Match the tool to the work you sell.

• Selling monitoring and reporting: pick on workspace structure and cost per client. Otterly, Peec and Scrunch publish the most agency terms.

• Selling to enterprise clients: Profound is built for that, with a custom-priced Enterprise plan.

• Selling results for Shopify and DTC brands: use Nudge to track product-level visibility and to ship catalog fixes and pages. Pair it with a lower-cost tracker if you need packaged multi-client reporting that Nudge does not document today.

• Already standardized on an SEO suite: Semrush or Ahrefs keeps reporting in one place, and you add a fix layer on top.

Many agencies end up running two tools: one for broad, cheap monitoring and one that does the work on the clients that matter most.

How do you show the fix, not just the score?

Clients stop reading a visibility report after the second month if nothing changes. Four artifacts hold a retainer together:

1. A product-level mention table showing which SKUs appear and which do not.

2. A list of unbranded prompts the client could win, separate from branded ones.

3. A changelog tying each catalog or content fix to a movement in the score. Nudge Catalog Enrichment produces this.

4. A before and after on the page the AI-referred shopper lands on, measured against a control. Nudge Funnels runs that experiment.

For method, read our guide to checking brand visibility on AI platforms.

Related reading

• Tools for in-house ecommerce teams: Best AI Visibility Tools for Ecommerce SEO Teams

• If a client wants to outsource the work: Best AEO Agencies for Ecommerce

• A three-way comparison: Nudge, Profound and Peec

To see how Nudge fits your client mix, book a demo.