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ChatGPT Ads agent

ChatGPT Ads agent

Owns ChatGPT Ads performance against the goal metric, within the guardrail metrics: reports, optimizes, scales, reacts to signals, experiments, catches anomalies and keeps the account clean.

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Workflows by category

A curated roster of 25 workflows covering all 8 core jobs: the best fit for each job, with overlapping versions removed. Start with the Basic essentials and add each level as you grow.

Basic essentials · 6

Finds rejected or limited ChatGPT ads, fixes what is fixable and appeals what was rejected by mistake.
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A weekly ChatGPT readout of spend, conversion volume and cost per goal against baseline, with the three campaigns that moved the number most.
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Catches ChatGPT spend spikes and drops against the expected daily pattern before they blow the budget or stall delivery.
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Keeps ChatGPT month-to-date spend on the curve that lands exactly at the channel budget, without overspend or a dead last week.
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Adjusts ChatGPT delivery by device or platform based on where conversions actually happen.
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Finds the ChatGPT spend caps, billing holds and limits that are silently blocking delivery, and clears them.
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Added at Standard · 11

Detects when ChatGPT conversion tracking breaks or double counts, and protects automated bidding from bad data.
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Looks at how the title and copy on each ChatGPT sponsored card are performing, replaces the weak ones, adds missing angles and keeps the strongest.
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Tests which offer (demo, trial, discount, lead magnet, quote) and call to action gets the best qualified results on ChatGPT, one change at a time.
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Shifts ChatGPT budget between campaigns inside the channel, from the ones past their cost guardrail to the ones with headroom, and holds total channel spend flat.
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Uses your promo calendar and seasonality to ramp ChatGPT budgets, creative and targets before peaks, and roll them back after.
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When new reviews, ratings, awards or customer wins land, works the strongest proof into ChatGPT ads.
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Checks ChatGPT custom audiences built from first-party lists for age, size and exclusions, and flags what the team needs to fix in the CRM sync. Roadway never uploads contact data.
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Summarizes which conversation contexts trigger your ChatGPT sponsored cards and which ones convert, so you can tune context hints.
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Rewrites ChatGPT ad context hints so sponsored cards match the right conversations, since there are no keywords or negatives.
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Finds the ChatGPT campaigns and context hints plus country, platform (iOS app, Android app, web) and custom audience targeting that beat your cost per goal and scales them without breaking efficiency.
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+4
Watches activation by signup cohort and release, and pauses paid signup campaigns when a release breaks onboarding, so you do not buy users who cannot succeed.
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Added at Advanced · 6

Picks the right ChatGPT bid strategy and target for each campaign based on its conversion volume, maturity and goal.
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Finds the ChatGPT campaigns where the landing page is the bottleneck and sets up controlled landing page tests. Needs a page builder MCP like Webflow, Framer or WordPress connected in Roadway.
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Gradually steps ChatGPT bid targets up or down to find the point where extra volume still pays back.
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Watches your changelog and launch calendar, and spins up ChatGPT launch campaigns and copy refreshes for meaningful releases.
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When ChatGPT cost per goal jumps, breaks the change down into what you pay per click, how many people click and how many convert, and fixes the real cause.
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Finds organic pages that convert visitors well but rank low, using rankings from the Semrush or Ahrefs MCP, and launches paid search campaigns to buy the traffic SEO cannot win yet. Add the Peec AI MCP to include pages that AI answers do not cite. Needs the Semrush or Ahrefs MCP connected in Roadway.
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Added at Expert · 2

+5
Monitors competitors in the ad libraries (Google Ads Transparency Center, Meta, LinkedIn, X) and through web search, and drafts counter-positioning copy for every channel when their messaging shifts.
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An opt-in workflow that watches competitor status pages and, during a major outage, proposes a surge of ChatGPT spend on switch-intent audiences with pre-approved copy. Every surge waits for your approval, even if auto-approve is on.
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