AI doesThe work that repeats
- ResearchRead, search, and pull the facts together
- First draftsWrite and shape the work for every channel
- MeasurementWatch the numbers and flag what changed
- UpkeepFind what's gone dead and ready the fix
A thesis in seven parts Living Winning Governed
The quest for the ideal state of human + AI B2B GTM.
GTM, from first principles
The three jobs of go-to-market.
Strip away the tools and the titles, and every go-to-market is the same loop.
- 01
Run the best plan you have.
Every person and every AI works from the same answer: who you serve, what you say, and what you can prove.
- 02
Watch what the market does.
Replies, meetings, and deals are the market voting on every claim you put in front of it.
- 03
Fold the wins back in.
What won becomes the plan, everywhere at once. The next pass starts from a better place.
Rebuilt for the AI era
AI runs the loop. People steer it.
The loop stalls because upkeep eats the week. That is the work AI does best, and handing it over gives your people back the work that compounds: strategy, taste, and the bet.
People doThe work that decides
- The customerBring what only your team knows
- The storyChoose what is worth saying, and how
- The betPick the direction when data has no answer
- The callNothing publishes, sends, or spends on its own
The missing layer
Software runs on Git. Finance runs on ledgers. GTM still runs on docs.
Every serious discipline has a system of record that remembers each change and why it was made. GTM never got one. Your tools move the work, then forget why it won.
Missing What do we claim? What changed? Why did it win? What runs on it now?
The Assay Truth Graph
A system of record for go-to-market.
The Truth Graph is our standard model for B2B GTM knowledge. What your company knows maps onto one deliberate structure: facts, proof, audiences, decisions, results, and the links between them. The structure is the point. Once your knowledge is in the model, it maps back out to every kind of GTM work.
Approved fact · version 18 Setup takes 7 days. Owned by product marketing
Measure it
See which exact idea earned the result.
Change it
Fix one fact and find everything built on it.
Trust it
See where it came from and who approved it.
Reuse it
Every person and AI works from the same truth.
What the graph makes true
Wire the loop to a system of record, and three properties follow.
Living.
Live data flows in, updates flow out. Change a fact once and the graph finds every page, deck, play, and AI answer built on it. Work that ships through Assay never goes dead.
Winning.
Results flow back to the exact idea that earned them. The version winning in your market, on reply and conversion data, becomes the version everything runs on.
Version A vs Version B · 2.4× replies B promoted everywhere
Governed.
A firewall between your company and the market. Claims that contradict approved truth get caught before they ship. Wrong facts that are already out get found and corrected, everywhere they live. Every catch is logged.
Off-source claim → stopped at the gate Caught · corrected · logged
The team on top
Four agents, best in class in their lane.
Each one is built to win its own discipline. All four run on the same Truth Graph, so the work stays living, winning, and governed everywhere it lands. That combination is the point.
01Private preview
Keeps the whole team together AI CMO
Keeps all four agents moving toward one goal. Brings you the few choices that need a person.
Meet AI CMO →02
Makes ideas people remember AI Content & Social
Turns what your company knows into articles and posts people want to read. Keeps them true after they go live.
Meet Content & Social →03
Wins the questions buyers ask AI SEO & GEO
Finds the questions buyers ask. Helps you give the clearest answer in Google and AI search.
Meet SEO & GEO →04
Keeps the market story alive AI Product Marketer
Turns your story into decks, launch pages, battlecards, and sales tools. Keeps every one up to date.
Meet Product Marketer →Assay Everywhere
The firewall travels with you.
Your team already drafts in Claude and ChatGPT. Assay rides along. Drafts get checked against approved truth, strong ideas get saved with their source, and governed work starts right in the chat.
Works inside 
Claude 
ChatGPT + other MCP hosts
Claude ChatGPT + other MCP hosts Connects to 
Slack 
Microsoft Teams verified separately
Slack Microsoft Teams verified separately Same approved truth, same firewall, in every connected tool. Support varies by host.
Start small
Give us one job your team is tired of doing.
In 30 minutes, we map what AI can take, what your people keep, and how you will measure the win.
Book a working call With the founder · no deck