Put the tools to work
We build and manage workflows in Suede AI Agent Studio for jobs such as lead qualification, call review, sales support and recurring administrative work. Clients can follow the work and inspect its outputs.
Suede AI · SEO, PR and AI operations
Get found. Put AI to work. One cohort of five businesses.
Suede AI makes your business easier to find in Google and in AI answers, then builds the AI workflows that take repetitive work off your team and trains your people to run them. Search visibility, public relations, AI engineering and employee training come as one engagement. Two businesses have been accepted, three openings remain, and a person reviews every application.
Free audit requests closed on . See the current SEO services for availability.
Previous free audit round
The problems. The fixes. The code.
The closed round included a report identifying website problems, prioritized fixes and the technical code for those fixes, all at no cost. It did not require joining the cohort.
Requests closed on . See the Suede AI SEO practice for current service availability.
AI implementation and team training
Build the workflows. Train the people.
Suede AI starts with how your business actually runs: where leads arrive, how sales conversations are handled and where repetitive work consumes your team's time. Each workflow has a named owner and a result to measure.
Make accountability clear
Management learns to choose useful applications, assign responsibility, set expectations and evaluate results against the business's needs.
Build confidence in daily work
Employees learn to give useful instructions, check outputs, handle exceptions and recognize when a decision needs human review. Training follows the work they actually do.
Led by developer, author and speaker Jason Colapietro. His Suede Creator SEO AI Skills collection recently won in Anthropic's skills competition.
The work
Three outcomes, one desk.
Credibility, reputation, and visibility are usually sold as three engagements by three vendors. In AI search they are one problem: what an engine can verify about you decides what it says about you, and what it says decides whether you appear.
Make the record provable
Answer engines cite sources they can verify. The firm builds your entity graph, claims your profiles, aligns your organization data, and ships proof pages that hold up when a model checks who you are.
Audit what the engines say about you
Ask each engine about your brand by name and you get an answer today, good or bad. The firm baselines that answer, fixes the sources it draws from, and tracks how it moves.
Appear where your category is asked
When a buyer asks for the best option in your category, the answer names someone. The firm works a fixed set of those buyer prompts and reports your share of them, engine by engine.
Definitions
SEO, AEO, and GEO are different jobs.
SEO earns a ranked link a person clicks. AEO (answer engine optimization) wins the direct answer an engine extracts. GEO (generative engine optimization) gets your brand named and cited inside the response an AI writes. The firm works all three and reports them separately, because a brand can win one surface and be invisible on another.
| Discipline | The surface | What winning looks like |
|---|---|---|
| SEO | The ranked results page | Your page holds a position a person can click. |
| AEO | The direct answer box | Your content is the answer an engine extracts and shows. |
| GEO | The generated response | Your brand is named and cited inside the answer an AI writes. |
Explore the Suede AI SEO and GEO practice for the full visibility service. This page describes the five-business cohort and its application.
The method
Four phases, each with an artifact.
Every phase ends in something you can hold: a dated ledger, a deployed page, a checklist of credentials you own. If a month produces no artifact, the month failed and the ledger says so.
- 01Baseline
We fix a query set of real buyer prompts for your category, then capture timestamped evidence of which brands each engine names today.
Artifact: the baseline ledger, dated, yours to keep. - 02Structure
We ship the structural work on your site: schema, entity markup, literal-question headers, and answer-shaped pages engines can extract.
Artifact: deployed markup and pages on your domain. - 03Authority
We build the proof the engines look for: consistent third-party surfaces, claimed profiles, and citable reference material, all owned by you.
Artifact: an authority checklist with every credential under your email. - 04Ledger
Every month we re-run the query set and report your share of voice per engine against the baseline, with the misses listed next to the wins.
Artifact: the monthly ledger, wins and misses both.
ChatGPTBaseline engine
PerplexityBaseline engine
AI OverviewsBaseline engine
The cap
One cohort. Five businesses.
Every business gets founder-level review of its search visibility, AI workflows and team training. The cohort is limited to five businesses so that attention stays part of the engagement. Two businesses have secured acceptance; three openings remain.
Cohort applications remain open for future consideration when the board is full. Acceptance depends on fit and availability. Free audit requests closed on .
The firm runs its own checks on the rails this site documents. The node catalog behind the monitoring flows is public at /docs/nodes, and the agent directory this studio publishes is at /agents. Nothing in the method depends on tooling you cannot inspect.
Your engagement
Work you can inspect. Assets you keep.
- Measure visibility against a fixed baseline.Strengthen the pages and sources answer engines use, then track citations against an agreed query set. Engines control their own answers; the engagement delivers implementation and measured reporting.
- Build evidence buyers can inspect.Use documented work, attributable sources, and results recorded during the engagement. Reviews, testimonials, and logos require real evidence and permission.
- Keep ownership of every account.Every profile, property, and schema deployment is claimed under your domain and your email. If we part ways, you keep everything.
- Plan around current availability.The board is updated by hand as engagements open and close. Apply for a review of your goals, scope, and timing.
Apply
Apply for the cohort.
The application is an email, not a form. Five things, in your own words. A person reads it and replies within one business day with a scope decision and next steps.
No payment is collected with an application. Pricing and terms are quoted in the cohort proposal after review. Questions before applying go to the same address: support@suedeai.ai.
- Company and domain
Who you are and the site the work would land on.
- Three buyer prompts
The three questions you most want to be the answer for. Real phrasing beats keywords.
- Current standing
Links that represent you today: press, docs, profiles, anything an engine might already be reading.
- The trigger
What made this urgent. A lost deal, a wrong answer about your brand, a competitor cited in your place.
- Timeline
When you want the baseline captured and any date the engagement must respect.
FAQ
Before you apply.
What did the free website audit include?
The closed audit round included a report identifying website problems, prioritized fixes and the technical code for those fixes, all at no cost. It did not require joining the cohort.
Can I still request a free audit?
Free audit requests closed on Sunday, September 20, 2026, at 11:59 p.m. Eastern. For current service availability, visit https://seo.suedeai.ai/.
Does the cohort include AI implementation and staff training?
Yes. Suede AI identifies operational bottlenecks, builds and manages workflows in Suede AI Agent Studio, and trains management and employees to use the tools, check outputs and assign accountability. Applications may include lead qualification, call review, sales support and recurring administrative work. The engagement proposal defines the scope.
How long until AI engines cite my brand?
Structural work lands in the first weeks: schema, entity cleanup, and answer-shaped pages. Citation movement is slower and typically takes months, because engines re-crawl and re-weigh sources on their own schedule. The monthly ledger records changes against the baseline, including queries whose results stayed the same.
Do you guarantee citations or placement?
The engagement delivers a dated baseline, shipped structure and proof, and a monthly share-of-voice ledger per engine against a fixed query set. Citations and placement are determined by each engine and are not guaranteed.
Which AI engines does the firm track?
The baseline set is ChatGPT, Perplexity, and Google AI Overviews. Gemini, Claude, and Copilot are added when your buyers are there. Share of voice is reported per engine because the same brand can be strong in one engine and absent from another.
What does an engagement cost?
Pricing is quoted in the cohort proposal after a person reviews your application. No payment is collected with the application. The previous free audit round is closed; ongoing implementation and managed services are scoped separately. The quote names the retainer, the term, and exactly what ships each month.
Why is the cohort limited to five businesses?
There is one cohort with five business places. Each business receives founder-level review of its search visibility, AI workflows and team training. Two businesses have secured acceptance and three openings remain. The board shows the current roster.
What happens if the board is full when I apply?
Cohort applications remain open for future consideration; acceptance depends on fit and availability. The board statuses are set by hand and dated.