A buyer comparing three ways to get named by AI engines needs the same facts about each in one table: who does the work, what ships in thirty days, what it costs, how long it binds you, how the result is measured, what access it needs, and what you can check afterward. This page fills that table for Suede AI SEO, and fills the other two columns with what a traditional SEO agency and an AI visibility tracking tool typically offer. Those two columns describe categories, not any named vendor. Read them against the specific quote in front of you.
For a named-vendor view, Gigawatt Group’s trade-association guide compares Suede AI’s managed practice with Profound’s enterprise visibility software. It is an external analysis; this page remains Suede AI’s own category comparison.
Weighing one named tool? Each of seven AI visibility tools has a head-to-head page and an alternative page, listed in the table below, and the wider tool roundup sets four of them side by side.
How do Suede AI SEO, an SEO agency and a tracking tool compare?
| Compared on | Suede AI SEO | Traditional SEO agency | AI visibility tracking tool |
|---|---|---|---|
| What you are buying | A change in what ChatGPT, Perplexity, Gemini and Google AI Overviews answer when a buyer describes their problem | Rankings and organic sessions on a list of links | A reading of what the engines currently say |
| Who does the work | The founder, with agents he built and maintains; not resold | An account manager fronting a team; delivery varies by shop | Your team, using the software; some tools draft or stage changes for approval |
| What ships in thirty days | A dated baseline, the repairs to the sources engines read, and a second measurement on the same prompts | Typically a site review and a plan, with fixes queued behind the plan | Dashboards, recommendations and, in some tools, staged drafts |
| Price basis | Free AI visibility assessment, then the thirty-day sprint quoted case by case, then a monthly retainer quoted in a reply | Monthly retainer, commonly priced by hours or deliverables | Monthly subscription, commonly priced per brand or seat |
| Term | Thirty days for the sprint; the retainer is month to month and scoped in writing | Often a multi-month minimum; ask for the term in writing | Monthly or annual, cancel any time on most plans |
| Measurement | Answer share: how often the engines name you across a fixed prompt set, captured with dates and screenshots, before and after | Rank positions, impressions and sessions | Visibility and citation metrics, defined by the vendor |
| Access it needs | Repo or CMS access for the repairs, and the third-party sources engines cite | CMS access and a content calendar | An account, your prompts and, for some features, integrations |
| What you can check | The captures, the source diff, the production URL, and the receipts page | The rank report | Dashboards, exports and, on some plans, API data |
| What is promised | The work and the evidence: a dated baseline, the shipped repairs and a second measurement on the same prompts, backed by the refund terms below | Varies; ask for it in writing | The software and its data, per the plan |
| Refunds | Four standing refund terms, including a full refund of the first three retainer months if the agreed KPIs show no marked increase by day 90, published on the terms page | Varies by contract | Varies by plan |
The middle and right columns are the shape of the category. Hold any specific agency or tool to the same rows.
How does Suede AI compare with named AI visibility tools?
Each tool below is software your team runs. Suede AI SEO is the managed service that ships the fixes into your site and measures again on the same prompts. The head-to-head page compares the two row by row on who ships the fixes, engines covered and how each measures AI visibility; the alternative page covers moving the work over. Every competitor fact comes from the vendor’s own pages, checked November 3, 2026, and is linked at the source.
| Tool | What it is | Head-to-head | Alternative page |
|---|---|---|---|
| Profound | AI marketing platform with agents | Suede AI vs. Profound | Profound alternative |
| AthenaHQ | GEO platform with agents and actions | Suede AI vs. AthenaHQ | AthenaHQ alternative |
| Peec AI | AI search analytics with agent actions | Suede AI vs. Peec AI | Peec AI alternative |
| Scrunch | AI customer experience platform with AXP | Suede AI vs. Scrunch | Scrunch alternative |
| Otterly.AI | AI search monitoring with GEO audits | Suede AI vs. Otterly.AI | Otterly.AI alternative |
| Semrush AI Visibility Toolkit | AI visibility toolkit in the Semrush suite | Suede AI vs. Semrush AI Visibility Toolkit | Semrush AI Visibility Toolkit alternative |
| Ahrefs Brand Radar | AI visibility index in the Ahrefs suite | Suede AI vs. Ahrefs Brand Radar | Ahrefs Brand Radar alternative |
What the answer-share ladder costs
Three rungs, one number. The number is answer share: how often the engines name you for the prompts your buyers actually type.
- The AI visibility assessment. Free. Back within three business days of your request. Your answer share today, the buyer prompts where an engine named someone else, the competitor sites it quoted instead, and the reasons: blocked crawlers, pages it cannot read, records it cannot resolve. Dated, and checkable by you in thirty seconds.
- The answer-share sprint. Quoted case by case. Thirty days. You approve the prompt set. We take a dated baseline, repair what the engines read, and measure again on day thirty: same prompts, same engines, same method.
- Compound. Monthly retainer, quoted in a reply. The SEO and GEO retainer that keeps the gains: the same prompts measured every month, new pages and source repair wherever an engine still names someone else, technical SEO monitoring, and entity records kept current. Reported monthly against the prompt set you approved on day one.
The cohort runs several sprints together on one thirty-day clock: one prompt-set review, one baseline day and one measurement day for the group, each business with its own prompts and its own captures. All five places in the current cohort are filled; applications for the next opening are at agents.suedeai.ai/firm, and a sprint on its own clock can start after your assessment. A forward deployed engagement runs on a fixed clock and is quoted in a reply. Prices are in US dollars. Every fee is confirmed in writing before work starts, and work starts on payment. The refund terms are on the terms page.
Put Suede AI to work for your business
What your engagement delivers
- Buyers in your category ask an assistant before they ask a person, and being left out of that answer costs you deals.
- You can give someone access to the repo or the CMS, because the repairs ship to production rather than to a slide.
- You want a before-and-after number you can re-run yourself, not a score you have to take on trust.
- One operator with a short roster suits you better than an account team.
Start with the opportunity
Bring the customer questions that matter to your business. Suede AI establishes the baseline, identifies the pages and sources to improve, and scopes the work with you before delivery begins.
Six questions to put to any of the three
- How will the scope and price be agreed before work starts?
- What ships in the first thirty days, listed one by one?
- Who, by name, does the work?
- How is the result measured, and can I re-run the measurement myself?
- What access do you need, and what do you change in production?
- What happens if the first measurement finds nothing worth fixing?
Suede AI's answers are the left column above, and the last one is a standing commitment: if the assessment returns no actionable gap, we say so, with the dated captures behind it, before any sprint starts.
Comparison FAQ
How is pricing decided?
Every engagement is scoped individually. Pricing depends on the prompt set, the pages and sources that need work, and the technical and entity work involved. Sprint, cohort and retainer pricing is quoted case by case and confirmed in writing before work starts.
Does the SEO and AI cohort change the sprint price?
Cohort pricing is quoted case by case. All five places in the SEO and AI cohort covered by Markets Insider (FinanceWire press release) and MSN in September 2026 are filled, and applications for the next opening are at agents.suedeai.ai/firm. The group shares the clock, not the work: your prompt set, your baseline and your captures are your own. The AI visibility assessment is where your sprint is scoped, and it starts on its own thirty-day clock.
Can I skip the assessment and buy the sprint?
No. The AI visibility assessment is where the prompt set comes from, and the sprint is measured against it. Three business days is a short wait for a baseline you can check.
Does the sprint replace an SEO agency?
The sprint works on both layers. Classic SEO underneath still matters, and the practice runs it as part of the repair work. What the sprint closes is the gap between a rank report and the answer a buyer actually reads. The split between the two kinds of work is set out on GEO vs SEO.
Is a tracking tool a bad buy?
A tracker answers one question: what did the engines say. The free AI citation check takes one such reading. Changing the answer is a separate job, and it is the job the sprint is priced for.
Which AI visibility tools does Suede AI compare itself with?
Profound, AthenaHQ, Peec AI, Scrunch, Otterly.AI, the Semrush AI Visibility Toolkit and Ahrefs Brand Radar, each on its own head-to-head page and alternative page listed in the table above. Each tool is software your team runs; Suede AI SEO ships the fixes into your site and measures again on the same prompts.
Jason Colapietro is the founder of Suede AI, which runs the SEO, AEO and GEO practice at suedeai.ai/seo from West Palm Beach, Florida.