Hazel reads your full TikTok Ads history (campaigns, ad groups, ads, spend, impressions, clicks, conversions, video views) and answers business questions in plain English. No dashboards to build.
May 23, 2026
Hazel is an AI coworker that connects to your TikTok Ads account and answers business questions about your data the way a paid media analyst would. Once connected, Hazel ingests your full campaign, ad group, and ad-level structure along with daily spend, impressions, clicks, conversions, and video-view metrics from the TikTok pixel, then refreshes every few hours. Ask Hazel where TikTok spend is trending week-over-week, how CPA on a product line compares to Meta, which ads are driving the most conversions, or whether pulling spend out of TikTok would hit revenue, and you get an answer with the numbers behind it. For consumer brands running on TikTok Ads, Hazel replaces the work of opening TikTok Ads Manager, exporting CSVs, and reconciling against Shopify by hand, and it joins TikTok Ads with Shopify, Meta, Google, GA4, Klaviyo, and your subscriptions tools so cross-channel questions are a single prompt.
Hazel reads the TikTok Ads data that matters for analyzing a consumer brand and lets you query it conversationally:
Hazel keeps your full TikTok Ads history, so weekly trend lines, year-over-year comparisons, and post-mortems on campaigns that ended months ago are one prompt.
Common questions consumer brands ask about their TikTok Ads data:
"Do you see any TikTok spend?"
"How is spend on our sleep line looking in TikTok?"
"Looking just at the last week, how is TikTok trending?"
"Can you map YTD TikTok spend and attributed performance?"
"We're significantly over our CAC targets for the month. Meta is struggling, so is direct. Should we pull spend out of TikTok?"
"Can you graph our TikTok spend to net revenue by day?"
"How much did I spend across Google, Meta, Snap, TikTok, and any other marketing channels that are connected in March?"
"Do you think there is a negative effect on revenue performance on our site after we turned off the TikTok spend?"
Connect Hazel from the Hazel integrations marketplace. You'll be redirected to a TikTok sign-in popup to authorize the connection. One click, no manual API setup. You need a TikTok Business Account with access to your TikTok Ads Manager.
Full campaign, ad group, and ad structure (with status, budgets, and naming), daily and lifetime spend at every level, impressions, clicks, conversions and conversion value from the TikTok pixel, and video view and engagement metrics. Historical data backfills on first sync.
Roughly every 6 hours, automatically.
OAuth via TikTok sign-in popup. Hazel only reads your data; it never writes back to your TikTok Ads account, never changes a bid, and never edits a campaign.
TikTok Ads (this integration) is the paid media platform. Campaigns, ad groups, ads, spend, conversions. TikTok Shop revenue typically flows in through your Shopify sales-channel data, which Hazel reads via the Shopify integration. If you run both, Hazel joins them so you can ask questions like "what percent of orders this year came through TikTok Shop?" or "compare TikTok Ads CPA to TikTok Shop AOV."
TikTok launched its own MCP server at TikTok World 2026, designed for AI agents to plan, launch, and optimize campaigns. Set bids, shift budgets, adjust targeting, create assets. Third-party MCP servers from AdsMCP, Pipeboard, ysntony/tiktok-ads-mcp, and Two Minute Reports wrap the TikTok Business API for similar campaign-management use cases. Those are great if you want an agent inside TikTok Ads Manager taking actions on your behalf.
Rather than connecting an LLM directly to TikTok's Marketing API and writing the analysis logic yourself (handling rate limits, schema discovery, and the join back to revenue) Hazel ingests your TikTok Ads data into an analytical store, joins it with your other sources (Shopify, Meta, Google, GA4, email, subscriptions, reviews), and gives your team a single conversational interface for business questions. No MCP setup to manage, no per-prompt schema discovery, no per-platform agent to babysit, and the same Hazel agent answers questions across every channel and source you've connected.
If you specifically want MCP access to Hazel itself, that's available too. Ping us at https://calendly.com/clint-dunn/clint-hazel-intro.
Yes. Connect Hazel to TikTok Ads from the Hazel integrations marketplace. Approval takes one click from your TikTok Business Account.
Smart+ and Ad Assistant are AI tools inside TikTok Ads Manager: they help you build, optimize, and diagnose campaigns within TikTok. Smart+ also includes Symphony Automation (Recommended Creatives, Automatic Enhancements) that auto-generates ad creatives. Those tools make your campaigns better. Hazel is analyst-first and cross-channel: it pulls your TikTok Ads data out into an analytical store, joins it with Shopify, Meta, Google, GA4, email, and subscriptions, and answers business questions Smart+ can't reach because they live outside TikTok.
Symphony is TikTok's creative AI suite: Symphony Assistant generates scripts and captions, Symphony AI Dubbing translates videos, and Symphony Automation (inside Smart+) auto-generates ad creatives from your product URL. Symphony makes ads. Hazel reads the data the ads generate (spend, conversions, video views) and joins it with Shopify, Meta, Google, GA4, and your email and subscription tools to answer business questions across every channel.
Those tools are attribution-first and dashboard-driven. Hazel is analyst-first: any question about your business, not just attribution. You ask the question and Hazel works the way an analyst would, starting from your data.
TikTok Shop revenue flows through your Shopify sales-channel data, which Hazel reads via the Shopify integration. If you run both TikTok Ads and TikTok Shop, Hazel joins them so you can isolate or compare each one.
Today, Hazel ingests TikTok Shop data via the Shopify sales-channel surface. If you're a TikTok Shop merchant without Shopify, native TikTok Shop ingestion is on the roadmap, reach out and we'll discuss timing.
Roughly every 6 hours.
No. Hazel only reads. We never change bids, edit campaigns, or push assets to your TikTok Ads account.
Yes. Connect Meta Ads and Google Ads alongside TikTok Ads and Hazel will answer cross-channel questions in a single prompt. Spend allocation, CPA by channel, ROAS by product line, the whole picture.
Yes. Conversion counts and value come from the TikTok pixel. Hazel ingests whatever your pixel reports.
Book a call and we'll walk through your TikTok Ads data, the questions you want to answer, and what the rollout looks like.
Hazel helps your team uncover new revenue, catch problems early, and make smarter, faster decisions before you even know what to ask.