An ecommerce AI SEO program has to answer more than whether a brand appears in ChatGPT. Shoppers ask for specific products, sizes, uses, price bands, and merchants. A useful agency should be able to improve product and category information, measure recommendation and citation visibility, and connect that work to qualified traffic or sales where attribution is possible.
This shortlist is intentionally different from a general AI SEO agency ranking. Every agency here publicly describes ecommerce work and an AI search or GEO offering. The right partner depends on whether your gap is catalog structure, editorial authority, marketplace presence, or measurement.
Agencies publish far less comparable pricing and outcome data than software vendors. The examples below are based on each agency's public materials, not independent audits of client results. Ask for a scoped proposal, a dated example in your category, and a sample report before committing.
How we evaluated these agencies
We reviewed agency service pages, case studies, and publicly stated pricing on October 28, 2026. We required a documented ecommerce focus and an explicit AI search, GEO, or AEO service. We compared catalog and product-page work, measurement, off-site authority, and commercial fit. We did not interview clients, verify private case data, or assign numerical scores; this is a use-case shortlist, not an independently tested performance ranking.
Catalog and platform depth
Can the agency work with product detail pages, category architecture, feeds, schema, inventory, and marketplaces?
AI shopping measurement
Ask whether reports separate brand mentions, product recommendations, merchant placement, citations, and AI referrals.
Execution scope
Identify who owns technical fixes, product content, buying guides, digital PR, and coordination with merchandising.
Commercial evidence
Request dated examples tied to product discovery, qualified traffic, or revenue, plus clear limits on attribution claims.
Quick comparison
| Agency | Best fit | Pricing |
|---|---|---|
| Re:signal | Best ecommerce-specialist GEO program | AI Discoverability Audit from £10,000 / $15,000; retainer quoted |
| Siege Media | Best for content and digital PR | Custom proposal |
| Darkroom | Best for marketplace and paid integration | AI Search starts at $4,500/month |
| First Page Sage | Best for buying-guide authority | Custom proposal |
| 95 Projects | Best for a scoped mid-market program | $5,000–$20,000/month published range |
Pricing is a published starting point or billing model, not a quote for the same workload. Check the linked vendor page for current limits and billing terms.
Re:signal
Best ecommerce-specialist GEO program
Best for: Retailers with catalog and category complexity who want AI visibility tied to organic search strategy
Re:signal positions its AI search practice specifically for ecommerce. Its stated measurement separates influence as a cited source, brand visibility against competitors, and product recommendation share. That distinction is useful for a retailer whose brand may be mentioned without a SKU reaching a shopper's shortlist. Its public approach includes product and category relevance, technical accessibility, content, and digital PR. The fixed-scope audit gives buyers a defined starting engagement, although its price may be high for a small store.
Where it shines
- Ecommerce-specific GEO positioning
- Separate visibility, influence, and recommendation measures
- Published fixed-scope audit starting price
Consider before buying
- Ongoing retainer pricing is custom
- Audit entry price may exceed a smaller store's budget
Pricing: AI Discoverability Audit from £10,000 / $15,000; retainer quoted
The published audit is fixed-scope. Ongoing delivery is priced from a custom roadmap.
Agency details: official source
Siege Media
Best for content and digital PR
Best for: Established ecommerce brands building category authority with editorial assets and earned coverage
Siege Media's ecommerce GEO service combines category and product-page work with editorial content, design, affiliate partnerships, and digital PR. Its public case studies include Instacart and Purple, with AI citation figures reported by Siege; buyers should ask to see the underlying measurement and time window. The agency is compelling when the problem is not just feed hygiene but a lack of useful buying content and third-party authority. A catalog dominated by technical indexation problems should confirm how much hands-on technical implementation the proposed team will own.
Where it shines
- Published ecommerce client examples
- Editorial and PR capability alongside GEO
- Commercial content and design depth
Consider before buying
- Pricing requires a custom proposal
- Ask for a technical implementation plan for large catalogs
Pricing: Custom proposal
Request a scope separating content, technical work, digital PR, and AI reporting.
Agency details: official source
Darkroom
Best for marketplace and paid integration
Best for: Consumer brands managing DTC, Amazon, retail media, and AI discovery together
Darkroom sells AI Search as part of a broader consumer-commerce operation that includes Amazon management, paid media, creative, and Shopify development. Its public service menu lists strategy, monitoring, GEO, measurement, agentic commerce, and AI search ads. That breadth is useful for a brand whose product information and purchase paths span its store and marketplaces. It also means a buyer should pin down which team handles product feeds, category content, citations, and reporting within the quoted AI Search retainer.
Where it shines
- Commerce channels under one agency
- Published AI Search starting price
- Marketplace and Shopify capabilities
Consider before buying
- Broad service menu needs a precise statement of work
- Published price is a starting point, not a comparable full-program quote
Pricing: AI Search starts at $4,500/month
The agency publishes a starting price; exact scope and cost depend on the proposal.
Agency details: official source
First Page Sage
Best for buying-guide authority
Best for: Established ecommerce brands investing in expert buying guides, comparison content, and category depth
First Page Sage describes its ecommerce GEO work around original buying guides, comparisons, category resources, and product information that AI systems can retrieve. It names ecommerce clients and says its team connects visibility and recommendations to organic revenue. These are agency claims, so a buyer should request a category-relevant example and inspect how attribution was calculated. Its content-led model suits brands with a strong product foundation that need expertise and editorial coverage around the catalog.
Where it shines
- Clear ecommerce GEO content approach
- Named ecommerce client examples
- Buying-guide and comparison focus
Consider before buying
- No public rate card on the cited page
- Revenue and visibility claims need case-level verification
Pricing: Custom proposal
Ask for retainer scope, production cadence, technical responsibilities, and AI reporting definitions.
Agency details: official source
95 Projects
Best for a scoped mid-market program
Best for: DTC brands that want catalog SEO, GEO tracking, and a published budget range
95 Projects publishes an ecommerce GEO service and a clear monthly budget range. Its stated workflow starts with a visibility audit, then moves to content, structured data, and authority building with ongoing citation tracking. It also publishes client results, which are self-reported and should be validated against a dated sample report. The public material emphasizes category and landing-page content; ask specifically how the team handles SKU-level product data, feed quality, and merchant visibility if those are your main problems.
Where it shines
- Published budget range
- Defined audit-to-execution sequence
- Ecommerce-specific offer
Consider before buying
- Client outcomes are self-reported
- Clarify SKU, feed, and merchant work in the proposal
Pricing: $5,000–$20,000/month published range
The agency publishes this range for its ecommerce GEO offering; get a scope for your catalog size and markets.
Agency details: official source
How to choose the right agency
Ask for a product-level sample
Have each agency show how it audits a real category, product page, feed field, and AI shopping result. A brand-level mention chart alone is insufficient.
Separate owned and earned work
List which technical, content, and digital PR tasks the agency will execute and which require your developers or merchandising team.
Agree on the measurement unit
Define prompts, markets, products, citations, recommendations, merchant slots, AI referrals, and conversions before evaluating a lift claim.
Price the whole program
Compare audit fees, retainer scope, production volume, markets, reporting access, and contract terms. A lower starting fee may include fewer deliverables.
Frequently asked questions
What should an ecommerce AI SEO agency measure?+
At minimum, ask for a defined set of buyer prompts, brand mentions, product recommendations, citations, merchant or checkout placement where available, and AI referral traffic. Interpret conversions carefully because attribution across AI and marketplaces is incomplete.
Is GEO different from ecommerce SEO?+
GEO focuses on how products and brands appear in AI answers and shopping experiences. It builds on ecommerce SEO work such as crawlable product pages, clear category architecture, structured product data, and useful buying content.
How much does an ecommerce GEO agency cost?+
Pricing varies with catalog size and scope. Among the agencies here, Re:signal publishes a fixed-scope audit from £10,000 or $15,000, Darkroom lists AI Search from $4,500 per month, and 95 Projects publishes a $5,000–$20,000 monthly range. Get a written scope before comparing prices.
Should a Shopify store hire an agency or use a tool?+
Use a tool when your team can execute catalog, content, and PR improvements but needs measurement. Hire an agency when those tasks need an owner and your team can support implementation. Many mature stores use both.
Can an agency guarantee ChatGPT product recommendations?+
No credible partner can guarantee a placement in a probabilistic AI response. Ask for a repeatable testing method, dated prompt set, and clear reporting on what changed instead of a promised rank.
