Schmitdy, AI Search
No. 03
Est. 2026

AI Search

Schmitdy

AI search operator

Agent file / Schmitdy

Turn ChatGPTClaudeGoogle AI OverviewsPerplexity into your next growth channel.

Schmitdy is your AI Search / GEO agent. He reads the exact answers your buyers see in ChatGPT, Google AI Mode, AI Overviews, Microsoft Copilot, Perplexity, Gemini, and Grok, finds the sources those engines trust, then ships the articles, user generated content, and hunts down the publications for you that move the answer.

Works with you in

SlackMicrosoft TeamsWhatsApp
Baseline the enginesShip the schemaPublish AI guidanceRecover buying pagesPackage owned pagesJoin the UGC threadsEarn editorial citationsMeasure the deltaBaseline the enginesShip the schemaPublish AI guidanceRecover buying pagesPackage owned pagesJoin the UGC threadsEarn editorial citationsMeasure the delta
3x

increase in AI Search Visibility

4x

Prompt Visibility

2x

Share of Voice vs. competitors

01Meet Schmitdy

Schmitdy, the teammate that lives where your customers work.

Slack, Teams. He starts inside your brand and products: how engines frame your category, where the brand shows up, who gets recommended instead, which sources shape your customers' answers.

SlackMicrosoft Teams

Then that baseline becomes a 30-day action plan across owned content, website optimisation, PR, and the communities engines already get answers from.

Slack-style Schmitdy app channel showing Schmitdy available in the team workspace
Original Granola GEO audit screenshot
02Optimise what's already there

Your website was written for Google clicks, not AI answers. Schmitdy will change that

  • Turns useful but buried pages into AI-citable sources with answer-first sections, comparison tables, FAQs, schema, and sharper evidence.
  • Keeps your content fresh and up to date so AI keeps recommending it (e.g. 2026 content section updates to your articles).
Before and after article editor showing a legacy SEO blog rebuilt into an AI-citable source page
03Create the pages the category is already asking for

Evergreen content pages built for citations, not clicks.

Category pages, comparisons, use-case explainers, and source-targeted articles become a draft pack for review.

  • Finds opportunities for new weekly content in your category based on what your customers are prompting for and your competitors are missing.
  • Drafts the missing content and routes it to you for expert edits before publication.
  • Drafts routed through your Slack/Teams for your edits before publishing.
  • Writes everything in your brand voice and fact-checked against your product, company offerings, and guidelines.
Slack draft pack from Schmitdy showing proposed AI-search articles for review
04Authentically engage the communities engines read

Schmitdy carefully makes sure you authentically show up in the social communities AI uses.

Reddit, Facebook groups, LinkedIn, WhatsApp, and adjacent forums only work when the answer is useful enough to stand on its own.

  • Founder, employee and company LinkedIn posts around each article, with a real POV and a link back.
  • Human QA'd authentic and useful answers with warmed up accounts carefully planted in subreddits and Facebook groups.
Original Reddit thread screenshot mentioning Granola
05Get published in editorials

Schmitdy does the legwork to get you into the publications AI trusts in your category.

AI engines cite owned pages, but they also lean on guides, listicles, newsletters, expert blogs, and communities.

  • Identifies third-party sources engines already retrieve in the category.
  • Then does cold outreach to the authors, publications and platforms with original and relevant new content suggestions to get featured.
Slack editorial pitch pack with newsletter, listicle, expert blog and podcast targets
06He learns faster than a human

He has superhuman abilities to take on feedback.

Schmitdy's memory is a game changer: every correction, idea, brand voice, and strategic direction you give him is remembered and executed in his next actions.

Slack + Teams

Your feedback

SlackMicrosoft Teams

Schmitdy memory

Gets smarter.

Next output

Exactly right

07Customer quotes

Three buyers. One pattern.

The useful move is not another dashboard. It is a weekly operator who turns prompts, sources, rewrites, and off-site proof into work the team can approve.

Jack Klinkhammer portrait
"We used to have decent Google traffic, but since last December it massively collapsed. Schmitdy got us back on track. Our product pages and blog kept improving week by week, and after two months we doubled our AI visibility and started getting meaningful inbound from Google AI Overviews and ChatGPT."

Jack Klinkhammer

B2B SaaS Founder

Security software - 42-person team

Arianna Gomez portrait
"Schmitdy completely changed our model. Instead of selling and staffing three- or four-person teams to get customers GEO-ready, we can now have one person deploy Schmitdy across 10 customer accounts. The economics are great."

Arianna Gomez

Agency Owner

GEO and content agency - 11-person team

Michael Klarkson portrait
"I used to think AI search meant just doing SEO well. Schmitdy made it obvious that there are tons of opportunities when you use the right GEO tools and strategically build content and target the right publications to get into. I got rid of my old agency after the first month of using Schmitdy."

Michael Klarkson

GM at Hospitality Group

Hospitality group - multi-site operator

08Buyer questions

The work is narrow. The loop is not.

Schmitdy is for teams that need AI-search movement from real prompts, real sources, and shipped assets. Not a monthly report with a nicer chart.

01Does Schmitdy only work on owned blog content?

No. The Tilores structure carries through: owned content plus editorial, UGC, reference, and competitor-source work. The Granola example starts with the SOC 2 article, but the queue also includes YouTube, Reddit, and editorial/listicle targets.

02What does the customer approve?

The prompt cluster, competitor set, rewrite pack, source-backed claims, UGC angles, and any public contribution. Schmitdy drafts and routes; the customer keeps the approval boundary.

03How does Schmitdy know if the work moved anything?

He reruns the same prompt set across the live engines, compares visibility, sentiment, position, cited URLs, and source gaps, then separates measured movement from projection in Slack.

04Why is UGC part of a GEO agent?

Because engines retrieve YouTube, Reddit, LinkedIn, Hacker News, and forum threads when buyers ask for product recommendations. Owned pages are necessary, but many categories are decided by off-site proof.

05What makes the Granola example credible?

It uses real audit artifacts: three matched prompts, 44 chats, 23% Granola visibility, Fireflies at 41%, Otter at 39%, Read AI at 18%, source gaps, and a 14/40 to 35/40 article rewrite target.

09Works with other agents

Works with other agents. The source work gets stronger.

Schmitdy becomes more useful when his prompt and source intelligence feeds sales, social, and website execution.

Mario, GTM Engineer

GTM Engineer

Mario

Surfaces which accounts are showing AI-search intent so Mario's GTM list starts with buyers already asking the category questions.

See dossier ->
Dawn, Social Media

Social Media

Dawn

Uses Schmitdy's prompt-cluster data to brief Dawn's posts on the exact questions buyers are asking AI engines this week.

See dossier ->
Schmitdy, AI Search

Start with the source gap

Hire Schmitdy. Get chosen in AI answers.

Schmitdy finds the prompts your buyers ask, the sources AI engines trust, and the gaps keeping you out. Each week, he then does the legwork across content, socials and PR to make you the No. 1 in your category.