Market Map
See your brand’s AI blind spots.
See where your brand stands against competitors in AI answers across your key markets, geographies, and verticals. Understand what leaders are known for and where your brand is missing.
One company. The markets that matter to it.
See your position in the right market.
Choose a brand. See how its standing changes from market to market.
Company profileSoftware
Snowflake
Data and AI platforms for enterprise teams.
Market context
Cloud Data Warehouse
- Geography
- No geography used
- Vertical
- Cross-industry
- 01
Snowflake PlatformSnowflake — featured company - 02
BigQueryGoogle Cloud - 03
Amazon RedshiftAmazon Web Services - 04
Mosaic AIDatabricks - 05
Oracle Autonomous Data WarehouseOracle
Snowflake ranks #1 of 7.
Market context
Cloud Data Lakehouse
- Geography
- No geography used
- Vertical
- Cross-industry
- 01Mosaic AIDatabricks
- 02Snowflake PlatformSnowflake — featured company
- 03BigQueryGoogle Cloud
- 04
Microsoft FabricMicrosoft - 05Amazon RedshiftAmazon Web Services
Snowflake ranks #2 of 7.
Market context
Cloud Data Engineering
- Geography
- No geography used
- Vertical
- Cross-industry
- 01Mosaic AIDatabricks
- 02AWS GlueAmazon Web Services
- 03Cloud DataflowGoogle Cloud
- 04
Informatica Intelligent Data Management CloudInformatica - 05Snowflake PlatformSnowflake — featured company
Snowflake ranks #5 of 8.
Market context
Enterprise AI Development
- Geography
- No geography used
- Vertical
- Cross-industry
- 01Microsoft FoundryMicrosoft
- 02BigQueryGoogle Cloud
- 03Amazon BedrockAmazon Web Services
- 04
watsonxIBM - 05Mosaic AIDatabricks
Snowflake is not ranked in this snapshot.
Market context
Unified Data and AI
- Geography
- No geography used
- Vertical
- Cross-industry
- 01Mosaic AIDatabricks
- 02Snowflake PlatformSnowflake — featured company
- 03Microsoft FabricMicrosoft
- 04BigQueryGoogle Cloud
- 05
Cloudera Data PlatformCloudera
Snowflake ranks #2 of 9.
ChatGPT
Claude
Grok
Gemini
What your map reveals
Find the gaps.
Understand the leaders.
A Market Map connects your brand’s visibility to the markets, buyers, and competitors that give it meaning.
AI visibility has a blind spot.
Your brand can appear in a broad AI answer and still be missing when a buyer asks about a specific market or need. The Market Map makes those gaps visible in ChatGPT, Claude, Gemini, and Grok, with each measurement tied to its market, model, and date.
Your standing changes with the market.
A brand can lead in one market and be overlooked in another. Compare your standing across key markets, geographies, and verticals, with rivals relevant to each buying situation. For consumer markets, relevant specializations refine the comparison.
Understand what gets leaders included.
Explore the capabilities, reputation associations, and performance dimensions connected to the brands that lead each market. See the sources and evidence behind their strengths, and use that context to focus your content and positioning work on getting included in more relevant AI answers.
How the Market Map works
Your website is the starting point.
Your Market Map is what you get.
- 01
Add your company
Start with the company name and official website. We research what it offers and who buys it.
- 02
Get your Market Map
See the competitive markets, the rivals that belong in each, and the geography and buyer context that shape the comparison.
- 03
Choose what to measure
Use your remaining credits to measure standing and explore associations on the boards and AI model you choose.
ChatGPT Ads
Your Market Map.
Your comparison foundation.
The Market Map defines where you compete and who buyers compare you with, by geography and vertical. Rankings and their evidence show your position within that context.
Explore what’s comingStart with one company
Put your brand
on the map.
A Market Map shows where you compete and who belongs in each comparison. Generate market contracts and conversation-type comparisons — then use the structure however you choose.
- Map the markets buyers actually compare in
- Establish inclusion, exclusion, and who is comparable
- Generate conversation-type comparisons within those boundaries
Before you start
A few good
questions.
What is a Market Map?
A Market Map shows the commercial markets your business participates in, the competitors that belong in each, and your competitive position within those markets.
How is Trendscoded different from AI visibility tools?
AI visibility tools typically measure where your brand appears. Trendscoded first establishes the markets you’re competing in and who’s actually comparable, then measures your position within those markets.
Which AI engines does Trendscoded read?
Trendscoded reads your standing on the model you choose: ChatGPT, Gemini, Claude, or Grok. Keep each completed measurement with its market, model, and date.
What is the difference between the map and a board?
The Market Map is the whole competitive picture. A board is one defined market within it. Rankings and association analysis use the boundary of the selected board.
Does creating a map measure every board?
Creating the map establishes the markets first. Measuring standing is subsequent work on the boards you select. See pricing for the Market Map offer and how the remaining credit balance is used.
How does this help my brand get included in AI answers?
The Market Map shows where your brand is missing and which associations, capabilities, and evidence support leading rivals. That gives your team a clearer basis for strengthening content and positioning in specific markets. Changes to your content do not guarantee inclusion or a higher rank.
Can I create ChatGPT ad campaigns from my Market Map?
ChatGPT Ads campaign preparation is coming soon. Your Market Map and conversation-type comparisons can inform campaigns and ad groups. Ad delivery and media spend are not included.
Can an agency create maps for different clients?
Yes. Each client has its own Market Map, based on that client’s offerings and markets. The agency can use the same process across its roster while keeping each client’s competitive context separate.