Ad Spy AgentSee which competitor ads keep running, and why they work
The Ad Spy Agent builds a library of public competitor creative, scores hooks and longevity, audits the funnels behind them and hands you a remix brief to test.
Expected outputs
Production agent · inside your own accounts
What it hands you
- Competitor ad library with hook scores and days active
- Angle map showing crowded and open positions
- Funnel audit per competitor with offer and proof notes
- Remix brief for the first creative test
The Ad Spy Agent, shown as Ad Spy Master, is the Datakult agent for competitor creative reconnaissance. It captures publicly visible competitor ads where platform terms and API access allow, scores hooks and how long each ad has run, audits the landing funnel behind it, and produces remix briefs for your next creative test, reviewed by your team.
You are paying to learn what your competitors already know
Every ad that stays live for months is a quiet verdict: someone has tested that angle against real money and kept it. Most teams never look, so they spend their own budget rediscovering hooks, offers and funnels that the market has already ranked for them.
- Creative tests start from a blank page, so a share of budget goes to angles the category has already rejected.
- A competitor changes its offer or its funnel and you hear about it from a customer, weeks later.
- Screenshots and bookmarks pile up in chat, with no scoring, no tags and no way to find the pattern across forty ads.
- You copy the surface of a winning ad and miss the reason, which is usually the audience, the offer or the landing page.
- You assume your angle is unique and find out in the first week of spend that three rivals already own it.
A reconnaissance desk that turns noise into a testable brief
The Ad Spy Agent watches the ads your category can see, scores them by hook strength and how long they have run, follows each ad to its landing page, and records the funnel. You receive a ranked library and a remix brief that starts your next test from evidence, not intuition.
Before
- Competitor ads live in screenshots nobody can search.
- Tests start from a blank page and a hunch.
- You learn about a rival offer from a customer.
- Copying a winner copies the surface, not the reason.
After
- A tagged, scored library of competitor creative by market.
- Every test starts from a stated angle and variable.
- Change alerts reach your team within days, with evidence.
- Briefs separate what to learn from what never to copy.
What the Ad Spy Master agent actually does
- 01
Public ad capture
Collects competitor ads that are publicly visible in ad libraries and channels such as Meta, TikTok, Google, VK, Yandex and Telegram, where platform terms and API access allow, and stores each with date, format and market.
- 02
Hook scoring
Rates each opening on clarity, specificity, tension and proof, and tags the approach, such as speed, price, trust, fear or use-case, so patterns across the category become visible at a glance.
- 03
Longevity tracking
Records how many days each ad has been active and when variants appear or disappear. Long-running ads are a useful signal of what an advertiser keeps funding, though not proof of performance.
- 04
Funnel audit
Follows ads to their landing pages and maps the offer, proof, form, speed and follow-up. You see where a rival converts attention into leads, and where its funnel is weak enough to beat.
- 05
Remix briefs
Converts findings into a brief for your Designer and Copywriter: the angle to test, the claims you can support, what to avoid copying and the variable each test isolates.
- 06
Change alerts
Flags new angles, new offers and ads that go quiet or return, so a competitor move reaches your team in days, with the evidence attached.
From brief to approved output in four steps
Every step is visible in your approval queue. Nothing is published, sent, or spent until a named person signs it off.
- 1
Define the field
We agree the competitors, regions, languages and platforms to watch, and which of your claims and offers the comparison should protect.
- 2
Capture and score
The agent collects public ads, tags format, funnel stage and approach, and scores hooks and longevity into a ranked library you can filter.
- 3
Audit and synthesize
Landing pages and funnels are audited, then patterns are summarized: crowded angles, open angles and offers that competitors use to win.
- 4
Review the brief
Your team reviews the remix brief and chooses what to test. Nothing is copied or launched without a human decision, and every test uses your own claims and assets.
How the Ad Spy Master agent changes your numbers
Mechanisms, not promises: what moves, why it moves, and which KPIs prove it in your own data.
CAC and creative efficiency
Starting tests from angles the market has funded for weeks removes the most expensive part of testing, which is guessing. Fewer dead variants means more of your budget lands on ideas that have a reason to work.
Illustrative, assumption-based: suppose a team spends $6,000 per test round and 3 of 4 rounds fail. If competitor evidence moves even one failing round to a viable angle, the change is measured in the cost of rounds avoided, not in a promised lift. Your own results will differ.
KPIs to watch
- Cost per acquisition on first tests
- Test win rate
- Spend on failed concepts
Speed of response
Change alerts shorten the gap between a competitor move and your answer from weeks to days. A faster answer protects share in the weeks where the rival offer is new and your audience compares you to it.
KPIs to watch
- Days from competitor change to our response
- Alerts reviewed per week
- Tests launched in reaction
Positioning and differentiation
Seeing which angles are crowded shows where a different one will stand out. Funnel audits show the promises rivals do not keep, which are the places where proof and honesty become your advantage.
KPIs to watch
- Share of voice by angle
- Branded search trend
- Win rate in competitive deals
Funnel conversion
Rival funnels show offers, forms and follow-ups that already work in your market. Borrowing the pattern, not the copy, gives your own page a better starting hypothesis, which is then tested with a holdout.
KPIs to watch
- Landing page conversion rate
- Form completion rate
- Lead-to-call rate
How the Ad Spy Master agent plays out in your category
Each category has its own constraints, channels, and compliance limits. Here is how the work adapts.
Crypto & Exchanges
Crypto & Exchanges playbookMap how rival exchanges position speed, fees and safety in ES and PT, and find angles that stay inside ad-policy limits without promising returns.
FinTech & Payments
FinTech & Payments playbookTrack trust and compliance messaging among B2B payment rivals in RU and EN, and audit how their funnels handle documents, fees and speed.
SaaS & AI Products
SaaS & AI Products playbookCompare pricing, trial and demo funnels, plus the comparison and alternative pages that rivals use to capture high-intent searches.
E-commerce & Marketplaces
E-commerce & Marketplaces playbookMonitor offer, bundle and creative rotation among rivals, and brief fresh variants before your own winners fatigue.
iGaming & Betting
iGaming & Betting playbookReview how competing brands localize by geo and what responsible-gaming and age-gating cues they use, then brief compliant creative that avoids any winnings claim.
Agents that work alongside Ad Spy Master
Designer Agent
Production
The Designer Agent turns briefs and winning hooks into prompts, ad variants, thumbnails and carousels inside your brand system, and queues each one for design approval.
Open pageCopywriter Agent
Production
The Copywriter Agent drafts articles, landing copy and sequences with named expert authorship, structured data and FAQ blocks, and holds each draft for your sign-off.
Open pageKeyword Master Agent
Intelligence
Keyword Master groups demand by intent, scores each opportunity, and turns the winners into briefs for classic search and AI answer engines.
Open pageData Collector Agent
Intelligence
Data Collector gathers permitted market and competitor signals on a schedule and files each one with its source and timestamp, so decisions rest on evidence, not memory.
Open page
Packages that deploy this agent
Ad Spy & Competitor Teardown
From $4,500
A living library of competitor ads, keyword gaps, and funnel audits for your category and region.
Open pageFunnel Audit & Bottleneck Fix
From $4,500
Find the one stage where customers drop out and fix it first.
Open pageContent & Short-Form Video Engine
From $5,800
Turn approved research into carousels, short videos, and posts your channels can use every week.
Open page
The fair questions, answered straight
Is it legal and ethical to monitor competitor ads?
Yes, when limited to publicly visible ads and landing pages. The agent works with ad libraries and public pages, respects platform terms and does not touch private data, logins or paid-only content. We also brief you not to copy protected material: the output is insight and a brief, not a clone.
Does a long-running ad prove that it works?
No, and the agent says so. Longevity is a signal that an advertiser keeps funding a creative, not evidence of its profit. We combine it with hook score, funnel quality and your own tests, which is why the output is a hypothesis for testing and never a guarantee.
We already track competitors manually. Why automate?
Manual tracking works until it stops, usually in the busiest week. The agent keeps a consistent, scored library and alerts you to changes, so your analyst spends time on interpretation and strategy instead of collecting screenshots. Teams usually keep their judgement and drop the collection chore.
Frequently asked questions
What does the Ad Spy Agent do?
It captures publicly visible competitor ads where platform terms and API access allow, scores hooks and how long each ad has run, audits the landing funnels behind them and produces remix briefs. Your team reviews every brief and decides what to test in your own accounts.
Which platforms can it watch?
The platform page lists Meta, TikTok, Google, VK, Yandex and Telegram. Coverage depends on what each platform makes publicly visible and what its terms and API access allow, and we confirm it per market in the written scope before work begins.
How is a hook score calculated?
The score rates the opening on clarity, specificity, tension and proof against criteria agreed with your team, and the approach is tagged, such as speed, price, trust or fear. It is a prioritization aid for testing, not a prediction, and it is calibrated against your own results over time.
Will it copy competitor ads for us?
No. A remix brief extracts the angle and the lesson, then asks your Designer and Copywriter to build original creative from your own claims and brand. The brief includes what not to reproduce, so you avoid copyright and trademark issues as well as sameness.
How fast can we get a first library?
The Ad Spy and Competitor Teardown is a one-week sprint from $4,500, with a library, funnel audits and a first remix brief delivered against a written scope that you approve first. Ongoing monitoring can continue monthly after hand-over if you want it.
Zero-risk next step
Put the Ad Spy Master agent to work on your next quarter.
Start with a bounded sprint: written scope and acceptance criteria first, approval gates on every output, and a handoff you own. No payment is taken when you send a request.
The platform page shows a labeled demo of the Ad Spy library with illustrative data; real client findings are shared privately and with approval.