Expert ChatGPT Ads agent

A roster of 38 workflows at Expert complexity, covering all 8 core jobs. It includes the core ChatGPT Ads workflows at Basic, Standard, Advanced and Expert, with overlapping versions removed.

Account health and maintenance · 4

Check spend caps and unblock delivery for ChatGPT Ads

Finds the ChatGPT spend caps, billing holds and limits that are silently blocking delivery, and clears them.

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ChatGPT Ads

Maintenance Basic complexity Revenue growth

Fix disapproved ads and policy issues for ChatGPT Ads

Finds rejected or limited ChatGPT ads, fixes what is fixable and appeals what was rejected by mistake.

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ChatGPT Ads

Maintenance Basic complexity Brand protection

Audit conversion signal quality for ChatGPT Ads

Improves the quality of the conversion data ChatGPT optimizes on: deduplication, match quality, primary vs secondary actions and values.

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ChatGPT Ads

Maintenance Standard complexity Revenue growth

Refresh stale retargeting and exclusion audiences for ChatGPT Ads

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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ChatGPT Ads

Maintenance Standard complexity Revenue growth

Reporting · 5

Report weekly performance and next actions for ChatGPT Ads

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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ChatGPT Ads

Reporting Basic complexity Revenue growth

Grade campaigns on lead-to-pipeline quality for ChatGPT Ads

Joins ChatGPT leads to CRM stages so you can see which campaigns create pipeline, not just form fills.

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ChatGPT Ads

Reporting Standard complexity Pipeline generation Lead generation

Report conversation-context shifts and new opportunities for ChatGPT Ads

Summarizes which conversation contexts trigger your ChatGPT sponsored cards and which ones convert, so you can tune context hints.

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ChatGPT Ads

Reporting Standard complexity Revenue growth

Report revenue and new-customer revenue for ChatGPT Ads

Reports ChatGPT revenue and new-customer share against your return target and profit margin, not just platform-reported revenue.

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ChatGPT Ads

Reporting Standard complexity Revenue growth

Report which campaigns bring signups that go on to use the product, for ChatGPT Ads

Grades ChatGPT campaigns on how many signups go on to use the product and pay, from your product data, not raw signups.

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ChatGPT Ads

Reporting Advanced complexity Trial & signup growth Revenue growth

Anomaly detection · 3

Detect spend anomalies for ChatGPT Ads

Catches ChatGPT spend spikes and drops against the expected daily pattern before they blow the budget or stall delivery.

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ChatGPT Ads

Anomaly detection Basic complexity Revenue growth

Detect conversion tracking breakage for ChatGPT Ads

Detects when ChatGPT conversion tracking breaks or double counts, and protects automated bidding from bad data.

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ChatGPT Ads

Anomaly detection Standard complexity Revenue growth

Investigate cost spikes and rebalance for ChatGPT Ads

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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ChatGPT Ads

Anomaly detection Advanced complexity Revenue growth

Pacing and budget caps · 1

Pace daily spend against the budget cap for ChatGPT Ads

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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ChatGPT Ads

Budget cap Basic complexity Revenue growth

Optimization · 9

Optimize platform targeting for ChatGPT Ads

Shows where ChatGPT conversions actually happen by platform (iOS app, Android app and web) and decides which to keep, split out or exclude.

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ChatGPT Ads

Optimization Basic complexity Revenue growth

Optimize ads by pausing losers and rebuilding near-misses for ChatGPT Ads

Ad-level decisions for ChatGPT: pause losers only on cost per goal, keep winners, rebuild ads with the right concept and the wrong execution.

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ChatGPT Ads

Optimization Standard complexity Revenue growth

Optimize audience targeting for ChatGPT Ads

Decides which ChatGPT audiences to expand, narrow, exclude or keep, based on cost per goal and lead quality.

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ChatGPT Ads

Optimization Standard complexity Lead generation

Optimize context hints for ChatGPT Ads

Rewrites ChatGPT ad context hints so sponsored cards match the right conversations, since there are no keywords or negatives.

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ChatGPT Ads

Optimization Standard complexity Revenue growth

Optimize creative concepts and formats for ChatGPT Ads

Finds which hooks, formats and messages win on ChatGPT, then drafts the next round of images in Figma, Canva or Runway. Needs an image MCP such as Figma, Canva or Runway connected in Roadway.

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ChatGPT Ads

Optimization Standard complexity Revenue growth MCP

Optimize titles and copy for ChatGPT Ads

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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ChatGPT Ads

Optimization Standard complexity Revenue growth

Run a whole-account optimization check for ChatGPT Ads

An onboarding audit of the whole ChatGPT account: structure, tracking, bidding, targeting and creative, ranked by impact, with the workflow that fixes each issue.

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ChatGPT Ads

Optimization Standard complexity Revenue growth

Target competitor-alternative context hints for ChatGPT Ads

Builds ChatGPT ad groups for conversations where people compare or look for alternatives to competitors.

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ChatGPT Ads

Optimization Standard complexity Competitor conquesting

Choose the right bid strategy per campaign for ChatGPT Ads

Picks the right ChatGPT bid strategy and target for each campaign based on its conversion volume, maturity and goal.

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ChatGPT Ads

Optimization Advanced complexity Revenue growth

Experimentation · 7

Run copy iteration experiments for ChatGPT Ads

Runs a small number of ChatGPT copy tests at a time, one variable per test, and promotes a winner only on cost per goal.

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ChatGPT Ads

Experimentation Standard complexity Launches

Test new targeting for ChatGPT Ads

Proposes and runs controlled tests of new ChatGPT targeting, so new audiences are found deliberately rather than by accident.

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ChatGPT Ads

Experimentation Standard complexity Launches Lead generation

Test offers and CTAs for ChatGPT Ads

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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ChatGPT Ads

Experimentation Standard complexity Trial & signup growth Lead generation

Run landing page experiments for ChatGPT Ads

Finds the ChatGPT campaigns where the landing page is the problem, drafts a challenger page in your page builder, and lays out a controlled test against the current page. Needs a page builder MCP such as Webflow, Framer, Lovable or Ploy connected in Roadway.

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ChatGPT Ads

Experimentation Advanced complexity Launches Lead generation MCP

Test target expansion from proven targets for ChatGPT Ads

Takes proven ChatGPT targets and tests the adjacent ones (neighboring situations and questions) to find the next layer of scale.

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ChatGPT Ads

Experimentation Advanced complexity Launches

Build landing page variants from winning ad angles for ChatGPT Ads

Builds draft landing page variants from the ad angles that win on ChatGPT, so each winning promise has a page that matches it. Needs a page builder MCP such as Webflow, Framer, Lovable or Ploy connected in Roadway.

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ChatGPT Ads

Experimentation Expert complexity Lead generation Revenue growth MCP

Generate, test and retire creative variants for ChatGPT Ads

A test-and-learn loop for ChatGPT ads: writes new titles and one-line copy from the winning angles, tests each against the current best with a fixed split, and retires the losers on cost per goal once there is enough data.

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ChatGPT Ads

Experimentation Expert complexity Revenue growth

Scaling · 5

Reallocate budget to winning campaigns for ChatGPT Ads

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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ChatGPT Ads

Scaling Standard complexity Revenue growth

Scale winning targets and campaigns for ChatGPT Ads

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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ChatGPT Ads

Scaling Standard complexity Brand protection

Expand winning campaigns to new geos for ChatGPT Ads

Takes proven ChatGPT campaigns into new countries or regions in a controlled way.

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ChatGPT Ads

Scaling Advanced complexity Launches Pipeline generation

Step up bid targets to scale efficiently for ChatGPT Ads

Gradually steps ChatGPT bid targets up or down to find the point where extra volume still pays back.

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ChatGPT Ads

Scaling Advanced complexity Revenue growth

Put budget where the next dollar works hardest for ChatGPT Ads

Finds where extra spend stops paying off for every ChatGPT campaign and sets budgets where the next dollar works hardest.

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ChatGPT Ads

Scaling Expert complexity Revenue growth

Signal-based reactions · 4

Preload budgets for promos and seasonal peaks for ChatGPT Ads

Uses your promo calendar and seasonality to ramp ChatGPT budgets, creative and targets before peaks, and roll them back after.

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ChatGPT Ads

Signal-based Standard complexity Revenue growth Launches

Refresh ad copy with new reviews and awards for ChatGPT Ads

When new reviews, ratings, awards or customer wins land, works the strongest proof into ChatGPT ads.

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ChatGPT Ads

Signal-based Standard complexity Revenue growth Lead generation

Launch campaigns from product changelog releases for ChatGPT Ads

Watches your changelog and launch calendar, and spins up ChatGPT launch campaigns and copy refreshes for meaningful releases.

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ChatGPT Ads

Signal-based Advanced complexity Launches Trial & signup growth

Up budgets when competitor status pages go down for ChatGPT Ads

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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ChatGPT Ads

Signal-based Expert complexity Competitor conquesting Revenue growth