Agents that ship the work.
We build agents that read, audit, draft, score and ship at machine scale. Trained on your domain. Connected to your stack. On shift while your team sleeps.
Marketing moves faster than any team can read.
More keywords. More competitor pages. More AI Overview citations. More creative variants. Agents close the gap by reading, watching and shipping at machine scale, on your domain, every day.
A senior analyst can deeply review ~200 a week. Multiply by intent, page depth and competitor moves and the manual approach runs out before the data does.
Most teams audit quarterly. By the time the deck lands, the field has moved twice. Agents check on the cadence the field actually moves: hourly, daily, weekly.
Analyst work resets each engagement. Agent work compounds: every correction becomes the next run's baseline. Sharper week after week, not back to zero.
Agents that read more, watch more, ship more.
Agents are custom by definition. The list below is starting points, not a menu. If a marketer does it weekly, it can be an agent.
Reads your full keyword universe. Every week.
Tracks position, page changes, intent shifts and schema deltas across thousands of keywords and the full competitive set. Flags the 12 things that actually moved so Monday is action, not exports.
- Competitor X added FAQ schema to /pricing
- Top 3 results for [intent kw] all added comparison tables
- /features lost position 2 → 4 on 14 mid-tail terms
Loops until the brief is met.
Multi-agent system: Research, Draft, Score, Revise. Each pass scored against your brief. Returns when threshold is met. Stops and asks when it isn't.
Watches every competitor page weekly.
Snapshots and diffs copy, structure, schema and internal links. Surfaces what they shipped and which moves likely worked. Stops you guessing what competitors are testing.
Tracks who AI search cites.
Watches AI Overviews, SGE, Perplexity, ChatGPT and SERPs for mentions of your brand, competitors and topics. Flags week-over-week gain and loss with the prompt and the source.
Turns research into briefs your team would write.
Encodes your voice, your sources, your refusals. Ingests keyword research, competitor angles, internal docs. Drafts directly in your CMS, ready for editorial review.
Or any other repetitive marketing job.
Pricing watcher · Influencer screener · Trend reader · Outreach drafter · Bid auditor · Pixel checker · Review responder. Bring the inbox of one repetitive process. We turn it into an agent.
Brief. Build. Train. Run. Tune.
Custom agents are built like marketing systems, not like software demos. Every stage has a human gate. The last stage is where they get sharper.
Brief
Define the job. Inputs. Outputs. What "good" looks like. The first agent gets the same brief a person would.
Build
Wire the APIs. Ahrefs, GSC, your CMS, your CRM. Pick the right model for the job. Encode brand voice and refusals.
Train
Feed past examples. Set scoring criteria. Dry-run on historical data. Confirm output reads like your team wrote it.
Run
Deploy on our infrastructure or yours. Set the cadence: hourly, daily, weekly. Outputs land in Slack, Notion, your CMS or wherever your team actually works.
Tune
Review outputs. Push corrections back. The agent updates its scoring rubric, its examples, its refusals. Sharper next week. The compounding starts here.
What a weekly run looks like.
Sample shift report from an SEO Audit Agent. Real format. Placeholder data so we don't reveal client domains.
First competitor in the set to ship structured FAQ schema. Likely lifts AI Overview citation share for category-level prompts. Recommended action: ship parallel schema on /pricing this week.
All three top-ranking results for the head term shipped 4-column comparison tables this week. Format change reads as Google rewarding side-by-side intent. Recommended: build a comparison page in your IA, not just a feature list.
Pattern matches a content freshness signal. Page hasn't been updated in 11 months. Likely cause: competitor pages shipped updates and pulled position. Recommended: refresh and re-publish.
23 keywords in cluster. Top of SERP held by general blog posts, not category leaders. Brief drafted by Brief Generator already in queue. Estimated impact at full coverage: meaningful incremental impressions.
What founders ask before saying yes.
If your question isn't here, send it. We'll answer plainly.
Who runs the agents and where do they live?
We do. Agents run on our infrastructure, on your data, on your brief. You get the outputs (audits, drafts, reports) where your team already works: Slack, Notion, your CMS, your warehouse. We handle model selection, API costs, upgrades and prompt drift. If we ever swap a model behind the scenes, you don't notice.
What if the agent gets it wrong?
Every agent runs against a rubric you sign off on. Outputs include a confidence score and source links. Anything below threshold is flagged, not shipped. The tune stage exists exactly for this: corrections feed back so the same mistake doesn't repeat.
Can we plug in tools we already pay for?
Yes. Ahrefs, GSC, GA4, HubSpot, Salesforce, Sanity, Webflow, WordPress, Looker, your warehouse. Agents read and write through APIs your team already has. No new SaaS subscriptions.
What does "learning" actually mean?
Concretely: every correction you make updates the rubric, the voice corpus, and the refusals. The agent gets sharper because the system around the model gets sharper, not because the model itself fine-tunes. Auditable, reversible, controllable.
How do we measure that it's working?
Every agent ships with two metrics: throughput (how much it processed) and accept rate (how often outputs ship without correction). Both trend over time. Plus the marketing outcomes the agent feeds: citations, position, conversions, whatever the brief targets.
What can't an agent do?
Anything that requires real judgement on something new. We use agents for high-volume, pattern-rich, rubric-able work. Strategy, positioning, brand calls, novel campaigns, sensitive customer conversations: humans. The point is to free experts for those, not replace them.
Work, multiplied.
Bring the inbox of one repetitive marketing process. We'll turn it into an agent that ships while you sleep.