Marketing field notes
Report
Field notes · 2026-09-27
LLM Gateway / marketing field notes

The product built the story. The data sharpens the next move.

Repository evidence + seventeen months of PostHog history, May 2025 to today.

Product
+ evidence
01GatewayGovern AI infrastructure
02DevPassShip with coding agents
03LoungeCreate with AI
04AirsideSupply inference
Repository 01da451e5c75 · analytics captured 2026-09-2701 / 18
01 / Positioning
LLM Gateway / marketing field notes

Four products. Four reasons to arrive.

Share discovery. Keep each audience’s promise, proof and next action distinct.

01

Gateway

Govern AI infrastructure

02

DevPass

Ship with coding agents

03

Lounge

Create with AI

04

Airside

Supply inference

Product surfaces · shared switcher · homepage refresh remains local work02 / 18
02 / The foundation
LLM Gateway / marketing field notes

A substantial archive. Not a growth metric.

245 editorial files + 143 product documentation pages.

98Blog posts
109Changelog entries
23Setup guides
5Migration guides
4Use-case articles
6DevPass comparisons
Artifact counts are not customer outcomes.
Frozen repository inventory · evidence.json03 / 18
03 / The connected path
LLM Gateway / marketing field notes

A release becomes useful when the path is complete.

Content, demos, guides, calls to action and lifecycle touchpoints.

01Release
02Explain
03Prove
04Set up
05Activate
A useful next action belongs to every asset.
Blog + changelog + docs · product tours · newsletter and referral implementations04 / 18
04 / Measurement boundaries
LLM Gateway / marketing field notes

Three sources. Three different clocks.

No financial data. No invented precision. No combined cross-source funnel.

PostHog

May 2025 to today

People per month · plus one full-week comparison

Search Console

Native 7-day view

Weekly buckets · rounded headlines

Admin Audience

All-time totals

Accounts and organizations, not a monthly cohort

analytics.json · source filters, capture times and query definitions05 / 18
05 / Seventeen months
LLM Gateway / marketing field notes

Two jumps. Only the second one held.

People per month across every product site · May 25 to Sep 26 (partial)

May 25
Launch
Aug 25
Nov 25
Feb 26
May 26
DevPass + blog
Aug 26
Sep 26
1,522 people in June 2025. 37,011 in the first 27 days of September 2026.
analytics.json · PostHog MCP · 2025-05-01 to 2026-09-27 UTC06 / 18
06 / Where people come from
LLM Gateway / marketing field notes

Google compounds. Social does not.

People per quarter by pageview referrer · Q3 2025 vs Q3 2026 to date

Q3 2025Q3 2026People · same scale for every row
Google
2,985 → 40,071
Direct / unavailable
8,059 → 44,612
Social & communities
5,812 → 6,222
Other search
33 → 5,618
AI assistants
60 → 849
GitHub
267 → 612
analytics.json · PostHog MCP · 2025-05-01 to 2026-09-27 UTC07 / 18
07 / What content grew
LLM Gateway / marketing field notes

Catalogue pages and tools grew. Comparisons stalled.

People per month on llmgateway.io by page type · Feb 2026 vs Sep 2026 (27 days)

Feb 2026Sep 2026People · same scale for every row
Model pages
1,909 → 9,276
Blog
480 → 5,426
Data tools
22 → 5,396
Provider pages
441 → 2,441
Guides
141 → 1,254
Compare & migration
709 → 611
analytics.json · PostHog MCP · 2025-05-01 to 2026-09-27 UTC08 / 18
08 / AI assistants
LLM Gateway / marketing field notes

Small, but the fastest-rising source.

People per month referred by ChatGPT, Gemini, Claude, Perplexity, Copilot and Grok

May 25
Aug 25
Nov 25
Feb 26
May 26
Aug 26
Sep 26
Another 2,237 people arrived on links tagged utm_source=chatgpt.com, which the referrer count misses.
analytics.json · PostHog MCP · 2025-05-01 to 2026-09-27 UTC09 / 18
09 / Campaigns
LLM Gateway / marketing field notes

Newsletters worked once each.

People with a utm_source tag on any pageview · whole period

chatgpt.com
2,237
tldrfounders
2,092
convertkit
1,366
tldrwebdev
516
theneurondaily.com
366
openalternative.co
333
chatgpt.com is added by ChatGPT itself, not a campaign. Newsletter mentions brought one burst each.
analytics.json · PostHog MCP · 2025-05-01 to 2026-09-27 UTC10 / 18
10 / Measurement gaps
LLM Gateway / marketing field notes

Fix the signals before the funnel.

Why no conversion rates appear in this deck.

Sign-up event

About 16% covered

PostHog user_signed_up against admin all-time sign-ups

Self-reported source

52% say “Other”

The options leave out Google, AI assistants and newsletters

Click tracking

Since 30 Mar 2026

Earlier funnels cannot be rebuilt from PostHog

analytics.json · PostHog MCP · 2025-05-01 to 2026-09-27 UTC11 / 18
11 / The latest week
LLM Gateway / marketing field notes

The latest week: attention held, activity dipped.

20 Sept–26 Sept vs 13 Sept–19 Sept 2026 UTC

Production pageviews61,649-22.5%Previous: 79,576
Tracked visitor IDs11,343-3.1%Previous: 11,710
CTA click events802-35.1%Previous: 1,236
Recorded signup IDs100-21.3%Previous: 127
Pageviews are not sessions. Identifiers are not people. Event populations differ.
analytics.json · PostHog · 20 Sept–26 Sept vs 13 Sept–19 Sept 2026 UTC12 / 18
12 / Where the weekly dip sits
LLM Gateway / marketing field notes

Investigate DevPass before adding more assets.

80.8% of the observed pageview decline is in DevPass. That does not explain why.

PreviousCurrentPageviews · same scale for every product
Gateway
36,282 → 33,167-8.6%
devpass
39,509 → 25,018-36.7%
docs
2,282 → 2,107-7.7%
lounge
1,503 → 1,357-9.7%
analytics.json · PostHog · 20 Sept–26 Sept vs 13 Sept–19 Sept 2026 UTC13 / 18
13 / Search demand
LLM Gateway / marketing field notes

Demand is visible. Search lift is not established.

Search Console’s supplied 7-day preset · weekly aggregation · Web (text).

4.02KClicks · rounded
220KImpressions · rounded
1.8%Reported CTR
7Reported average position
Visible query sampleClicks
llm gateway496
devpass232
llmgateway151
atria api61
Native search window, not the PostHog UTC interval. No ranking improvement claimed.
analytics.json · Search Console rendered summary and visible query rows14 / 18
14 / Audience context
LLM Gateway / marketing field notes

Account totals are not weekly acquisition.

Admin Audience · all time · non-financial fields only.

All-time sign-ups23,308Admin Audience · all time
Verified users20,225Admin Audience · all time
Organizations30,542Admin Audience · all time
Verification is not activation. Organizations are not unique people.
analytics.json · Admin Audience · observed 2026-09-2715 / 18
15 / The delivery lesson
LLM Gateway / marketing field notes

The same evidence must reach every artifact.

One approved snapshot. Aligned numbers, windows, caveats and privacy rules.

01Evidence
02Report
03Slides
04Voice
05Video
A report edit does not update a rendered video. Rebuild, verify and reopen.
Evidence revision 614f65f170e2 · presentation-manifest.json16 / 18
16 / Next decisions
LLM Gateway / marketing field notes

Feed search. Fix signals. Then experiment.

Priorities from seventeen months of observations, not an invented growth story.

First

Catalogue pages

Models, providers, rankings and tools, refreshed as models ship

Then

Honest signals

Sign-up event on every auth path · better source options · one AI channel

Finally

Comparable tests

Matched cohorts, stable windows and guardrails

analytics.json · full-period decisions and remaining uncertainty17 / 18
17 / The upgraded skill
LLM Gateway / marketing field notes

Ground the promise. Keep the whole story current.

Reusable methods go into SoulStack. Private account evidence stays local.

Product truth.Observed activity.Verified delivery.
Generalize the method. Keep private evidence out of the public PR.