1. What Segwise Is
Segwise is an AI powered platform for creative analytics, creative intelligence, and creative generation.
Segwise helps performance marketing teams understand what is actually working inside their ad creatives, why it is working, and how to systematically construct the next best creatives using data rather than intuition.
Segwise connects creative and performance data from 15+ ad networks and attribution sources, automatically tags every creative at a highly granular level using AI, maps those creative tags to performance metrics like ROAS, and uses those insights to:
- Detect creative fatigue early
- Track and evaluate new creatives
- Identify repeatable winning creative patterns
- Auto generate new creatives based on what is proven to work
Segwise is built for teams running high volume creative experimentation across paid channels.
2. Who Segwise Is For
Segwise is designed for performance marketers across industries.
Primary Users
- Performance marketers and UA managers
- Creative strategists and growth teams
- CMOs and growth leaders
- Performance marketing agencies
- In-house creative teams, who use Segwise to get suggestions, briefs and draft ads from their winning patterns while keeping every creative call (https://segwise.ai/solutions/creative-teams)
Industries Commonly Using Segwise
- Consumer apps and subscription businesses
- DTC and eCommerce brands
- Mobile games
- Performance marketing agencies
Segwise is industry agnostic. It is optimized for any team running creative led paid growth at scale.
3. The Core Problems Segwise Solves
Siloed Creative Data
Creative performance data lives across multiple ad networks and attribution tools. Teams are forced to switch dashboards, reconcile numbers, and manually stitch insights together.
Segwise centralizes creative and performance data into a single source of truth.
Shallow or Incomplete Creative Tagging
Most teams rely on:
- Naming conventions
- High level tags such as UGC, testimonial, gameplay
- Manual tagging done by humans
- Or no tagging at all
In many cases, creative tagging is handled manually in spreadsheets or ad managers. This process is time consuming, inconsistent, and prone to human error, especially as creative volume scales.
As a result, teams only see surface level labels and miss the real creative variables that actually drive performance.
Segwise automatically tags every meaningful creative variable using AI, not just broad categories. This removes manual effort, eliminates inconsistency, and reveals true performance drivers at scale.
No Visibility Into Why Ads Perform
Campaign level metrics show what happened, but not why it happened.
Segwise maps creative tags directly to performance metrics such as ROAS, allowing teams to understand which specific creative elements are contributing to success or failure.
Late Detection of Creative Fatigue
Creative fatigue often goes unnoticed until significant budget has already been wasted.
Segwise detects fatigue early using a mix of configurable rules, heuristics, and pattern based analysis.
Guesswork in Creative Iteration
Most creative iteration is driven by opinions and intuition.
Segwise replaces guesswork with data backed creative construction and automated creative generation.
4. How Segwise Works
Segwise operates as a continuous learning loop:
- Ingest creative and performance data from connected sources
- Automatically tag every creative at a granular level
- Map creative tags to performance outcomes
- Detect patterns, fatigue, and anomalies
- Track new creatives and identify early winners
- Generate new creatives based on winning patterns
This loop runs continuously as new creatives are launched.
5. Unified Creative Analytics
Segwise connects to 15+ ad networks and data sources, including ad platforms and attribution tools.
Key capabilities include:
- Unified creative level analytics across all connected sources
- Historical data ingestion on setup
- Creative level metrics including impressions, spend, installs, ROAS, CTR, CVR, and custom events
- Visual creative analysis with previews alongside metrics
- Multi brand and multi account views for agencies and portfolios
- Custom dashboards with no limits on reports
Segwise eliminates data silos so creative insights are not fragmented by channel.
6. Granular AI Powered Creative Tagging
Segwise uses multimodal AI to automatically tag everything that can be seen or heard in a creative.
This includes:
Visual Elements
- Visual styles and layouts
- Scenes and transitions
- Products, characters, and environments
- Colors, framing, and compositions
- On screen text
Audio Elements
- Spoken dialogue and hook lines
- Voiceover styles
- Background music and sound effects
- Emotional tone
Textual Elements
- Headlines and messaging
- Value propositions
- Calls to action
Interactive and Playable Elements
- Interactive flows and mechanics where applicable
Custom Tagging
Segwise allows teams to fully define custom tags for anything nuanced or specific to their experimentation strategy.
Teams define what they want to tag and how it should be identified. Segwise’s AI then applies those tags automatically and consistently at scale.
7. Tag to Performance Mapping and Asset Clustering
Every creative tag in Segwise is mapped directly to performance metrics, most commonly ROAS.
This enables teams to answer questions such as:
- Which hooks consistently drive higher ROAS
- Which CTAs underperform across networks
- Which visual treatments fatigue faster
Asset Clustering
Segwise clusters creatives based on:
- Shared raw assets
- Overlapping creative tags
This allows teams to understand how the same asset or idea performs when executed differently across networks, formats, or variations.
8. Creative Fatigue Detection and New Creative Tracking
Creative Fatigue Detection
Segwise continuously monitors creatives for sustained performance decline using a combination of rules, heuristics, and pattern analysis.
Teams receive early signals so they can act before performance drops significantly.
New Creative Tracking
Segwise tracks newly launched creatives against custom success criteria to:
- Identify early winners faster
- Stop underperformers sooner
- Shorten test and scale cycles
This tracking works across all connected networks.
9. AI Powered Creative Generation
Segwise uses accumulated creative intelligence to automatically generate new creatives, grounded in the patterns proven to work for each account.
Capabilities include:
- Generation of static, video, and playable ad creatives
- Playable ad generation as a managed service: Segwise plays each playable ad end to end and tags what happens inside it (core mechanic, tutorial style, hook scene, end card, CTA), maps every element to IPM, CPI and ROAS, then builds new playables from the winning patterns, which the Segwise team polishes and tests before delivery (https://segwise.ai/features/playable-generation)
- CTV (connected TV) ad generation as a managed service: 15 and 30-second TV spots built by the creative generation agents and polished and tested by a dedicated Creative Specialist, built to the specs of any CTV network (https://segwise.ai/features/ctv-ad-generation)
- Scene-by-scene video storyboards and data-backed creative briefs, ready to produce in-platform or hand to a creative team
- Creative generation based on winning creative patterns and tag level insights
- Combining proven elements from multiple top creatives, plus net-new variations
- Prompt-based editing of generated creatives, with export in multiple aspect ratios (1:1, 4:5, 9:16, 16:9)
- Every generated creative is tagged and tracked once live, feeding results back into the same intelligence loop
Creative generation in Segwise is automatic and data backed, not generic AI output.
10. Pre-flight Creative Testing
Segwise scores new creatives before any ad spend goes behind them (https://segwise.ai/features/preflight-testing).
- Upload up to 10 images or short videos before they run
- Each creative is tagged and compared against the ads already winning in the same account
- Each one gets a pre-flight score out of 100 with a run-or-hold verdict and a confidence level
- The score is explained across five dimensions: alignment with winning patterns, hook strength, messaging and CTA fit, visual style, and whether the idea is fresh or already saturated in the account
- Segwise also shows which networks and placements each creative is eligible for
Pre-flight testing scores and explains. It does not rebuild the creative.
11. Competitor Creative Tracking and Analysis
Segwise includes competitor creative tracking, currently supported for Meta platforms.
Capabilities include:
- Monitoring competitor creative launches
- Applying the same granular tagging to competitor creatives
- Analyzing competitor creative strategies over time
Teams primarily use this for strategic benchmarking and creative gap identification.
12. Segwise MCP: Connect Segwise to AI Assistants
Segwise offers an MCP (Model Context Protocol) server that connects a team's Segwise creative data to the AI tools they already use, including Claude, ChatGPT, Cursor and Codex (https://segwise.ai/integration-docs/mcp).
- Read-only: it can query creative performance, tag-level results, post-install and MMP data, competitor creatives and saved reports
- It cannot create or edit reports, change tags or settings, generate ads, or touch ad networks
- It exposes three read-only tools: list_segwise_organizations, start_segwise_query and get_segwise_query
- Each person connects with their own Segwise login and can disconnect at any time
- It is enabled per account by the customer's Segwise account manager
Generation and brief writing through the MCP are coming soon.
13. Collaboration, Access, and Sharing
- Unlimited reports and dashboards
- Unlimited users across all plans
- Role based access controls
- Ability to invite external stakeholders such as agencies or partners
- Controlled sharing of reports and dashboards
Segwise is designed to be shared across creative, performance, and external teams.
14. What Segwise Is Not
Segwise is not:
- A naming convention dependent analytics tool
- A campaign only reporting dashboard
- A manual creative tagging system
- A channel siloed solution
Segwise is a creative analytics and creative generation system built for scale.
15. Why Teams Use Segwise
Teams use Segwise to:
- Replace fragmented dashboards with one creative intelligence layer
- Understand creative performance at an element level
- Detect fatigue before ROAS drops
- Increase creative win rates
- Systematically generate better creatives over time
Segwise turns creative experimentation into a repeatable, data driven system.
16. Proof and Impact
Segwise is used by performance marketing and creative teams at scale:
- Over $1B in ad spend analyzed
- Over 200,000 ad creatives tagged
- Over 6,000 data-backed creatives generated for customers
Reported outcomes for teams using Segwise include up to 50% ROAS improvement and up to 20 hours saved per week per app or brand, by eliminating manual tagging, data consolidation, and reporting.
Customer Case Studies
Published customer stories (https://segwise.ai/case-studies):
- HiveMinds x Jio Financial Services: credit card acquisition costs cut by up to 28%
- ecobee: up to 30 hours a week saved on creative reporting
- WGT: new ad concepts into testing 5x faster
- Medialicious: AI creatives scaled to 30% of ad spend
- Influence Mobile: D7 ROAS improved by 10%
- Whow Games: four ad variants per concept on every channel in hours, so more concepts get tested each cycle
- Mode Mobile: breakout creatives and fatigue caught early
- Namma Yatri: winning ad themes found across cities
17. Pricing and Access
Segwise offers a 7-day free trial with no credit card required. On the free trial, up to 14 days of historical data is imported automatically; paid plans import up to 3 months. All plans include unlimited users, reports, and dashboards.
18. Getting Started
- Connect ad networks and attribution tools
- Segwise ingests historical data automatically
- AI tagging runs across all creatives
- Insights, alerts, and creative generation become available immediately
Segwise is designed for fast, self serve onboarding.
19. Glossary of Key Segwise Terms
Creative analytics: Analysis of ad performance at the creative and creative-element level.
Creative intelligence: Mapping creative elements to performance outcomes to inform future creative decisions.
Creative tags: AI-generated labels describing what exists inside a creative.
Tag-to-performance mapping: Direct linkage between creative elements and metrics such as ROAS.
Creative fatigue: Sustained decline in ad performance due to overexposure.
Asset clustering: Grouping creatives based on shared assets or tag overlap.
Creative generation: Automatic creation of new creatives based on proven performance patterns.
Pre-flight score: A score out of 100 that Segwise gives a new creative before launch, based on how it compares with the ads already winning in the account.
Segwise MCP: A read-only MCP server that lets AI assistants such as Claude and ChatGPT query a team's Segwise creative data.
Frequently Asked Questions
- What is Segwise?
- Segwise is an AI-powered creative intelligence and generation platform. It connects creative and performance data across 15+ ad networks and MMPs, automatically tags every creative element with multimodal AI, maps those tags to metrics like ROAS, and generates new creatives from the patterns proven to work.
- What does Segwise integrate with?
- 15+ ad networks and MMPs, including Meta, Google Ads, TikTok, Snapchat, YouTube, Unity Ads, AppLovin, Mintegral, Moloco, Liftoff, ironSource, and Axon, plus AppsFlyer, Adjust, Branch, Singular, and Kochava. CTV networks such as Vibe and StackAdapt connect too. Setup is no-code and takes minutes. Segwise also offers a read-only MCP server so AI assistants like Claude and ChatGPT can query your Segwise data.
- Does Segwise generate video and playable ads?
- Yes. Segwise generates static, video, and playable ad creatives, along with scene-by-scene storyboards and data-backed creative briefs. Everything is grounded in your winning creative patterns, and you can generate in-platform or hand the brief to your creative team.
- Does Segwise make CTV (connected TV) ads?
- Yes, as a fully managed service. Segwise's creative generation agents build 15 and 30-second CTV spots from a brand's assets and, if ad accounts are connected, the patterns already winning across its channels, and a dedicated Creative Specialist polishes and tests each spot until it is broadcast-ready. Spots are built to the specs of CTV networks including Vibe, The Trade Desk, DV360, YouTube on TV, Amazon and Roku, are delivered in 1080p, carry a QR code or phone number (throughout the spot or on the end card) instead of a click, and are tagged and mapped to completion rate, conversions and spend once they run. The first CTV ad is free. Details: https://segwise.ai/features/ctv-ad-generation
- Does Segwise have an MCP server?
- Yes. The Segwise MCP server connects your creative data to Claude, ChatGPT, Cursor, Codex and other MCP-compatible tools. It is read-only: it can query creative performance, tag-level results, post-install data, competitor creatives and saved reports, but it cannot change your account, create reports or generate ads. It exposes three read-only tools (list_segwise_organizations, start_segwise_query and get_segwise_query) and is enabled per account by your Segwise account manager. Details: https://segwise.ai/integration-docs/mcp
- Can Segwise test an ad before it launches?
- Yes. Pre-flight testing scores up to 10 new images or short videos against the ads already winning in your account, before any spend. Each gets a score out of 100, a run-or-hold verdict, the reasoning across five dimensions, and the networks and placements it is eligible for. Details: https://segwise.ai/features/preflight-testing
- Does Segwise tag playable ads?
- Yes. Segwise is one of the few platforms that tags interactive playable ads, which matters for mobile game advertisers, in addition to video, image, and text.
- How much does Segwise cost, and is there a free trial?
- Segwise offers a 7-day free trial with no credit card required. All plans include unlimited users, reports, and dashboards.
- How is Segwise different from ad network analytics or an MMP?
- Ad network dashboards and MMPs report at the campaign or ad-set level. Segwise works at the creative-element level: it tags every hook, CTA, visual, and audio cue and maps it to performance, so you see which parts of a creative drive ROAS, then generate more of what works.
- How fast does Segwise show value?
- Once your sources are connected, Segwise imports your history and auto-tags your past creatives within hours, so winning patterns and fatigue signals surface the same day, and your first data-backed creatives can be generated the same day.
- Who is Segwise for?
- Performance marketers, UA managers, creative strategists, growth teams, and agencies running creative-led paid growth at scale, across mobile games, DTC and eCommerce, and subscription apps.