Head-to-head · Verified mid-2026
eCommerce Insights vs Profound: which product got cited vs whether the brand was mentioned.
Profound is the established enterprise name in brand-level AI visibility — mentions, citations, and share of voice across the major engines, with a customer base that skews B2B SaaS and large brands. eCommerce Insights answers a different question for ecommerce teams: which of your SKUs is in the answer, and what to change on the PDP that lost.
eCommerce Insights
Per-product citation + agent-readability scores, PDP fixes as reviewable diffs, Shopify push (Early access).
Profound
Enterprise AI search visibility: brand mentions, citations, share of voice, and prompt tracking — Ramp featured as a customer, per their site.
- Choose Profound if brand mentions are your metric — you run marketing for a B2B SaaS or large brand and need enterprise-grade tracking of how AI engines represent the company.
- Choose eCommerce Insights if you sell products, the SKU is your unit of revenue, and you need per-SKU citation tracking plus the PDP fix shipped to Shopify.
- Both track AI answers across the major engines and report citations and share of voice. The primitive differs: brand and prompt for Profound, SKU and PDP for eCommerce Insights.
Side-by-side: eCommerce Insights and Profound.
| Dimension | eCommerce Insights | Profound |
|---|---|---|
| Primary focus | Product-level (SKU) AI visibility + PDP optimization for ecommerce brands | Enterprise AI brand visibility — mentions, citations, share of voice, prompt tracking |
| Ideal customer | $5M–$200M GMV D2C brands (Shopify-first), agencies serving them | B2B SaaS and large brands; Ramp featured on their homepage, as of mid-2026 |
| Product-level (SKU) tracking | Yes — core primitive; citation score + agent-readability score per SKU | No — brand and prompt level |
| PDP recommendations | Yes — title/description/bullets/schema/metafield fixes as reviewable diffs | No — AEO reports and content tooling, not per-PDP diffs |
| Shopify push | Early access — Growth plan and up; CSV export for everyone | No |
| Channel coverage | ChatGPT, Perplexity, Google AI Overviews + AI Mode, Gemini, Claude, Copilot · Shopify, Amazon (Rufus/COSMO scoring), Adobe Commerce, BigCommerce, WooCommerce, headless | Major AI engines for brand mentions — nine surfaces including Grok, Meta AI, and DeepSeek, per their site as of mid-2026 |
| Price point | Public: Starter $99/mo · Growth $349/mo · Agency & Enterprise custom; 14-day free trial, no card | Not published; enterprise-tilted, per their site as of mid-2026 |
| Model | Self-serve SaaS | SaaS, enterprise-leaning |
| Free tool | Shopify SKU Visibility Grader (+ AEO Grader, Agentic Readiness Grader, more) | Free AEO report, per their site as of mid-2026 |
| Best for | Ecommerce teams that need per-SKU answers, not brand-level rollups | Enterprises where brand mentions are the metric |
Profound details per tryprofound.com, last verified mid-2026. eCommerce Insights row values are current published plans.
Where Profound shines.
Profound is arguably the category-defining product for brand-level AI visibility: well-funded, established early, and deep on the tracking problem. For a marketing team whose question is "how is our brand represented across AI search," the product is well matched — share-of-voice metrics, prompt tracking, and competitor tracking across more engine surfaces than most rivals, including Grok, Meta AI, and DeepSeek, per their site as of mid-2026.
The enterprise proof is real. Ramp — a B2B SaaS brand with a sophisticated marketing function — is featured on their homepage as of mid-2026, and the customer base skews toward exactly that profile. Market presence and investor backing mean the product is unlikely to disappear mid-contract, which matters for enterprise procurement.
Profound has also pushed past pure tracking into marketing-team workflow: reports and content tooling aimed at AEO and PR teams. If your buying committee includes communications and brand, that surface area is genuinely useful — and outside eCommerce Insights' scope entirely.
Where eCommerce Insights differs.
Profound is the right call if brand mentions are your metric. eCommerce Insights is built for ecommerce brands where the SKU is the metric. A brand-level tracker can tell you the company was mentioned in 34% of category prompts; it cannot tell you whether the answer recommended your best-seller or your clearance SKU, or that the losing PDP is missing offers.availability in its Product JSON-LD. That resolution gap is the whole product difference — the brand monitoring vs SKU tracking guide walks through it with examples.
Second, the fix pipeline. Profound reports; your team interprets and acts. eCommerce Insights pairs every score with a reviewable diff — title, description, bullets, schema, metafields — and pushes approved changes to Shopify through the admin API (Early access), or exports CSV. Diagnosis and treatment in one queue.
Third, vertical depth versus breadth. Profound serves every vertical; eCommerce Insights is ecommerce-only, which is why it scores Rufus/COSMO for Amazon SKUs, reads Shopify metafields, and grades agent-readability for shopping agents like ChatGPT Shopping and Perplexity Buy with Pro. Generalist breadth and commerce depth rarely live in the same product.
Context for this comparison: how eCommerce Insights works · SKU-level AEO guide · product AI visibility pillar.
They track your brand. We track your SKUs — and ship the fix to every PDP.
Which fits your seat.
VP of Ecommerce
Profound's buyer is a CMO tracking brand reputation across AI. Your P&L is a catalog. Per-SKU scores with the fix attached map to revenue in a way brand share-of-voice cannot.
VP of SEO / SEM
If you also own corporate brand visibility, Profound is strong tooling. For the ecommerce half of your job, you need answers that resolve to a PDP — that is the half eCommerce Insights covers.
Agency owner
Profound's enterprise pricing is hard to pass through to mid-market ecommerce clients. The Agency & Enterprise plan does multi-brand workspaces at D2C economics — see the agency setup.
What each costs.
eCommerce Insights pricing is public. Starter is $99/mo for up to 500 products tracked with weekly refresh. Growth is $349/mo for up to 2,500 products tracked with daily refresh and Shopify push (Early access). Agency & Enterprise is custom for multi-brand portfolios and agencies. Every plan covers all six engines and starts with a 14-day free trial, no credit card — see full pricing.
Profound does not publish pricing as of mid-2026; the motion is enterprise sales, and platforms in that bracket typically carry five-figure annual minimums. Their free AEO report is worth running regardless.
Migration and coexistence.
Coexistence is legitimate here. A multi-product D2C brand that also cares about corporate-brand representation could run Profound for the brand layer and eCommerce Insights for the catalog — the tools do not duplicate each other. In practice most ecommerce teams find the SKU work dominates the budget and the calendar. Evaluating a switch instead? The Profound alternatives roundup covers the field honestly.
Related comparisons and reading.
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Questions buyers ask
Is Profound better for enterprise teams?
For enterprise brand-level tracking, yes — Profound is the established name, with depth, funding, and customers like Ramp featured on their homepage as of mid-2026. For ecommerce teams of any size whose unit of revenue is the SKU, eCommerce Insights answers the question Profound is not built to ask.
Does Profound track individual products?
No. Profound tracks brands and prompts across AI engines — mentions, citations, share of voice. It cannot resolve an answer to a specific SKU or tell you what to change on the losing PDP. That per-SKU resolution and fix pipeline is the core of eCommerce Insights.
Can I use Profound and eCommerce Insights together?
Yes, and it is one of the few pairings in this category that makes sense: Profound for corporate-brand representation, eCommerce Insights for catalog-level citation and agent-readability work. Most ecommerce teams end up prioritizing the SKU side.
What does each cost?
eCommerce Insights is public: Starter $99/mo, Growth $349/mo, Agency & Enterprise custom, with a 14-day free trial and no credit card. Profound does not publish pricing as of mid-2026; expect enterprise-scale quotes.
How fast can I compare them on my own store?
eCommerce Insights connects to Shopify in under five minutes, with first scan results inside 24 hours, so you can trial it alongside an existing Profound contract and decide at renewal. The free Shopify SKU Visibility Grader gives a scored preview in about 90 seconds.
Profound positioning, features, customers, and pricing details above are drawn from tryprofound.com and the competitor's other public materials, last verified mid-2026. Where a detail is not published, the page says so rather than guessing. Spot an error? Tell us and it gets fixed.
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