Automate TikTok Ads with AI

Audit conversion signal quality for TikTok Ads

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

Bid on pipeline value from CRM data for TikTok Ads

Moves TikTok from optimizing to lead volume to optimizing to predicted pipeline or revenue value, using CRM and order data.

Check spend caps and unblock delivery for TikTok Ads

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

Choose the right bid strategy per campaign for TikTok Ads

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

Detect conversion tracking breakage for TikTok Ads

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

Detect lead quality and spam surges for TikTok Ads

Catches sudden drops in TikTok lead quality (spam, bots, out-of-ICP leads) before bidding learns to buy more of them.

Detect spend anomalies for TikTok Ads

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

Expand winning campaigns to new geos for TikTok Ads

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

Fix disapproved ads and policy issues for TikTok Ads

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

Flag fatigued creatives before performance drops for TikTok Ads

Finds TikTok ads that are wearing out (rising frequency, falling CTR, rising cost) before they drag down the account.

Generate, test and retire creative variants autonomously for TikTok Ads

A test-and-learn loop for TikTok ads: build new image variants in Figma, Canva or Runway and new video in Runway or Google Veo from the winning angles, test each against the current best with a fixed split, and retire the losers once there is enough data. Needs a video MCP such as Runway or Google Veo connected in Roadway.

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

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

Investigate cost spikes and rebalance for TikTok Ads

When TikTok 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.

Measure true ad impact with control-group tests for TikTok Ads

Measures how many TikTok conversions your ads truly drive and recalibrates targets with the result.

Move winning creatives across social and video channels

Finds creatives that win on one social or video channel, builds resized image versions in Figma, Canva or Runway for the channels where they have not run, generates video cuts in Runway or Google Veo, and queues the launch for your approval. Needs a video MCP such as Runway or Google Veo connected in Roadway.

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

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

Optimize ad schedules for TikTok Ads

Aligns TikTok delivery with the hours and days that actually convert, and with when your team can respond.

Optimize audience targeting for TikTok Ads

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

Optimize creative concepts and formats for TikTok Ads

Finds which hooks, formats and messages win on TikTok, then drafts the next round of images in Figma, Canva or Runway and generates video in Runway or Google Veo. Needs a video MCP such as Runway or Google Veo connected in Roadway.

Optimize interest targeting for TikTok Ads

Keeps the TikTok interest targets that drive efficient results and prunes the ones that only add cheap reach.

Optimize lead forms for pipeline quality for TikTok Ads

Makes TikTok lead forms produce qualified leads instead of cheap, junk submissions.

Optimize location targeting for TikTok Ads

Shifts TikTok spend toward the regions that convert efficiently and excludes the ones that never do.

Optimize lookalike audiences for TikTok Ads

Keeps TikTok lookalike-style audiences seeded with your best customers and retires the ones that drift.

Optimize placements for TikTok Ads

Cuts the TikTok placements that burn budget on low-quality inventory and protects brand safety.

Optimize Smart+ campaigns for TikTok Ads

Compares Smart+ with your manual TikTok campaigns and moves spend to the setup that wins on real downstream results.

Optimize Spark Ads and creator partnerships for TikTok Ads

Finds the organic and creator posts worth boosting as Spark Ads, and scales the creators whose content converts.

Optimize TikTok Shop and GMV Max campaigns for TikTok Ads

Reviews your TikTok Shop and GMV Max campaigns on attributed revenue and scales the ones that hold their return.

Pace daily spend against the budget cap for TikTok Ads

Keeps TikTok month-to-date spend on the curve that lands exactly at the channel budget, without overspend or a dead last week.

Preload budgets for promos and seasonal peaks for TikTok Ads

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

Produce fresh creative variants when fatigue hits for TikTok Ads

Spots worn-out TikTok ads, then builds fresh image variants in Figma, Canva or Runway that keep the winning message and change one thing, and generates the video in Runway or Google Veo. Needs a video MCP such as Runway or Google Veo connected in Roadway.

Put budget where the next dollar works hardest for TikTok Ads

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

Reallocate budget to winning campaigns for TikTok Ads

Shifts TikTok budget between campaigns inside the channel, from the ones past their cost guardrail to the ones with headroom, and holds total channel spend flat.

Refresh ad copy with new reviews and awards for TikTok Ads

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

Refresh stale retargeting and exclusion audiences for TikTok Ads

Checks TikTok custom audiences (customer files, website visitors, app activity and engagement) for age, size and exclusions, and flags what the team needs to fix in the CRM sync. Roadway never uploads contact data.

Report revenue and new-customer revenue for TikTok Ads

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

Report weekly performance and next actions for TikTok Ads

A weekly TikTok readout of spend, conversion volume and cost per goal against baseline, with the three campaigns that moved the number most.

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

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

Run a whole-account optimization check for TikTok Ads

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

Run copy iteration experiments for TikTok Ads

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

Scale winning creatives for TikTok Ads

Finds the creatives on TikTok Ads that win on pipeline and cost per goal, then raises their budgets and copies them into fresh audiences.

Scale winning targets and campaigns for TikTok Ads

Finds the TikTok campaigns and audiences (custom audiences, lookalikes, interest and behavior targeting, and Smart+ automatic targeting) that beat your cost per goal and scales them without breaking efficiency.

Test bid strategies with controlled experiments for TikTok Ads

Uses native split tests to prove whether a different TikTok bid strategy or target actually beats the current one.

Test new targeting for TikTok Ads

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

Adjust bid targets to stay on pace

When pacing ahead of the cap, tightens bid targets before cutting budgets, so the remaining money buys the cheapest results instead of just shrinking delivery.

Align conversion goals across channels

Checks that every channel optimizes to the same goal definition, so cost per goal comparisons across channels are fair.

Allocate budget across channels toward the best next dollar autonomously

Re-fits channel and campaign response curves weekly and moves budget across channels toward the best next dollar in small steps, inside every guardrail.

Audit automation rules and script conflicts

Finds native automated rules, scripts and third-party tools that conflict with Roadway agents (both changing the same budgets or bids).

Audit naming conventions and UTMs

Keeps campaign names and UTMs consistent on every connected channel so reporting, attribution and cross-channel analysis do not break.

Audit server-side tracking coverage

Audits whether every channel has server-side conversion coverage (CAPI, enhanced conversions, offline imports) with good match quality and deduplication.

Auto-remediate anomalies with approved playbooks

Maps each common anomaly type to a pre-approved fix that runs automatically, and escalates only what the playbooks cannot handle.

Build agents and workflows for a newly connected channel

When a new ad platform is connected, drafts the AI Coworker (goal, funnel, guardrails) and its starter workflows from what already works on your other channels, ready for approval.

Cap spend by how fast it pays back

For SaaS, sets channel spend limits from how fast each channel pays back its cost rather than a flat budget: channels that pay back fast earn more room.

Check ad platform overcrediting against Roadway attribution

Reconciles what each ad platform claims against CRM or order data, and produces a trust factor per channel for budgeting.

Check customer and open-opportunity exclusions

A simple check that current customers and open opportunities are excluded from acquisition campaigns on every channel.

Check for broken landing pages and URLs

Crawls every final URL in every channel's live ads for errors, redirects, slow loads and missing tracking parameters.

Check launch campaign readiness

A simple pre-flight check before launch campaigns go live: tracking, URLs, approvals, budgets and end dates.

Check message consistency across channels

Checks that pricing, offers, launch messaging and claims are consistent and current across every channel's live ads.

Clean up stale campaigns and ads

Archives dead campaigns, ad groups and ads across channels that clutter accounts and confuse automation and reporting.

Consolidate account structure for faster learning

Finds over-fragmented campaign structures that starve automated bidding of data, and proposes consolidated structures channel by channel.

Detect anomalies against a forecast range

Replaces fixed thresholds with forecast intervals per campaign and metric, so alerts fire only when something is truly unexpected given seasonality and trend.

Detect attribution drift between platforms and Roadway

Alerts when a platform's reported conversions start drifting away from CRM or backend truth, which usually means a tracking or modeling change.

Discover new ICP segments from CRM wins with an LLM

Uses an LLM to cluster recent wins in the CRM into new ICP segments, and turns each one into targeting for every channel.

Enforce budget caps by product line or business unit

Splits the monthly cap into product-line or business-unit sub-caps and enforces each one across channels.

Enforce the monthly budget cap across channels

Reads how close total spend is to the monthly budget cap and flags any pace that would break it, with slowdowns proposed before it does. Roadway already enforces the cap as a guardrail, so this is the read-out and early warning.

Find budget-limited winners

A simple weekly check for efficient campaigns that are being held back by their budget on any channel.

Forecast and plan launch budgets

Forecasts a launch's paid demand by channel, and sets the launch budget and its cap from comparable past launches.

Forecast budget scenarios before committing spend

Forecasts month-end and next-month results at several budget levels, so cap decisions are made with expected outcomes rather than gut feel.

Forecast month-end outcomes

Forecasts month-end spend, goal volume and cost per goal for each channel with a likely range, and says what to change today to hit plan.

Fund signal-based surges within the budget cap

When signal-based workflows surge spend (competitor outages, trends, launches), funds the surge by cutting the least efficient spend elsewhere so the cap holds.

Hold channel minimum and maximum budget guardrails

Enforces per-channel floors and ceilings, so automation never starves a strategic channel or over-concentrates spend in one platform.

Hold the experiment budget guardrail

Keeps the total spend on tests and experiments across all channels within the agreed experiment budget, so exploration never eats the core.

Measure the impact of major changes against a comparison group

Measures the true impact of big account changes (a restructure, a bid strategy switch, a new channel) against a comparison group rather than before and after.

Pause ads during site outages

When your own site, checkout or signup flow goes down, pauses or throttles paid traffic across all channels until it is back.

Pause expired launch and promo messaging

A simple check for ads still mentioning a launch as "new", an expired promo, or an old price.

Prioritize the experiment backlog

Keeps a ranked backlog of test ideas across channels, ordered by expected effect and the spend at risk, so the next test is the one with the best payoff. You can set your own scores.

Read out tests and log learnings

After every concluded test on any channel, writes a short readout and logs the learning, so future workflows do not repeat it.

Reallocate budget across channels

The performance marketing agent's weekly budget rebalance across every connected channel, based on where the next dollar works hardest and pipeline quality.

Report blended customer cost and how fast it pays back

Reports what a new customer costs overall and on paid channels, how fast that cost pays back and how it compares with customer value, using CRM and billing data rather than platform conversions.

Report launch attribution and adoption

Connects launch campaigns to feature adoption, activation and pipeline in product and CRM data, so launch spend is judged on business impact.

Report pipeline velocity by channel

Shows how fast paid-sourced opportunities move and close by channel: win rate, deal size and cycle length, not just pipeline created.

Report true results after adjusting for real ad impact

Restates every channel's cost per goal and return using impact-test results, so budget decisions are based on real results, not attributed ones.

Report weekly performance across channels

The performance marketing agent's general report: one view of spend, results and cost per goal across every connected channel, with what changed and why. Affiliate and SEO numbers are optional extras that need a data source you connect.

Review account hygiene weekly

A weekly digest of account hygiene across all channels. It lists what each maintenance check found, links each finding to the workflow that fixes it, and changes nothing itself.

Review post-launch performance

A 30-day review of a launch across channels: what drove adoption or pipeline, what to fold into always-on, and what to stop.

Roll back changes that hurt results after seven days

Checks every approved change against its measured impact a week later, and rolls back the ones that hurt, so bad changes never become the baseline.

Run a competitor-move war room across channels

When a competitor launches a product or changes prices, coordinates the response across channels in phases, starting where the overlap is highest.

Send a cross-channel anomaly digest

A daily digest from the performance marketing agent: every spend, tracking, cost and delivery anomaly across channels, ranked by dollar impact.

Send a daily performance digest across channels

A short morning digest of yesterday vs. normal on spend, attributed conversions and cost per new customer for every channel, with anything off-pace or broken called out first.

Send a daily signup and activation digest

A simple daily check of paid signups and what each costs by channel, plus how many of yesterday's signups started using the product, for PLG teams.

Send a weekly opportunity report

Ranks the biggest dollar opportunities across every channel this week (budget-limited winners, wasted spend, expansion and tests to run) so Monday's approval queue starts with what matters.

Sense launch demand and scale spend automatically

In the first 14 days of a launch, watches early demand signals (search volume, CTR and conversion rate) and scales the launch campaigns that show real pull in measured steps.

Set lifetime budget caps for promos and launches

Puts hard lifetime caps and end dates on time-boxed promo, launch and surge campaigns, so they cannot keep spending after the moment has passed.

Set the monthly cap from pipeline and cash forecasts

Recomputes next month's cap from forecast pipeline coverage, revenue targets and how fast spend pays back, instead of a static number set once a quarter.

Share winning creative angles across channels

Turns every channel's creative winners into a shared angle library and pushes the best angles to the channels that have not tried them, drafting new stills in Figma, Canva or Runway and new video in Runway or Google Veo. Needs an image MCP such as Figma or Canva, or a video MCP such as Runway or Google Veo, connected in Roadway.

Shift budget toward the product lines gaining revenue

Reads revenue by plan or product line, and shifts budget toward the lines that are growing profitably, away from the ones that are flat or shrinking.

Shift budget to what's converting during demand surges

When conversion rate jumps on a channel or campaign (seasonality, press, a launch, a competitor stumble), moves budget to what is converting in measured steps while the surge lasts, inside the cap.

Snapshot launch-week performance

A simple read on how launch campaigns did in their first 7 days by channel: spend, reach, clicks and goal events.

Snapshot weekly pipeline from paid

A weekly snapshot of pipeline created by paid channels: qualified leads, opportunities and pipeline value by channel.

Suggest new workflows from Task History and performance gaps

Reviews what every coworker did, what it changed and what happened (Task History plus action-impact memory), and proposes the next workflows worth automating, or the ones to retire.

Test new targeting, creative and landing pages when a winner breaks out

Spots keywords, ads and audiences that break out or stall, and proposes the next targeting, creative or landing page test, with drafts built in Figma, Canva or Runway, or your page builder. Needs a page builder MCP such as Webflow, Framer, Lovable or Ploy, and an image or video MCP such as Figma, Canva, Runway or Google Veo, connected in Roadway.

True up end-of-month pacing across channels

In the last 7-10 days of the month, re-plans every channel's remaining budget so the month lands on plan with the best possible results.