Ad infrastructure for AI · in beta

Make your brand
the answer.

promptbl.ai is the unified ad layer for AI conversations. Publishers monetize their chat surfaces with native, contextual placements. Brands buy ads across every LLM in one console.

<40ms ad-decision latency 280M+ daily ad requests 14 LLM surfaces SOC 2 II
Live placement · ChatGPT
LIVE
prompt › best CRM for an early-stage B2B SaaS?
Sponsored
Attio — the modern CRM built for the way startups actually sell.
Live data sync, AI-drafted outreach, free through 3 seats. Most teams set up in under an hour.
CUSTOMER WINS
Brands & publishers shipping on promptbl.ai
All case studies
Attio
CRM · B2B SaaS
4.2×
CTR vs. paid search →
Linear
Issue tracking
$8.40
CPA · 14d trial →
Notion
Productivity
+38%
enterprise leads →
Vercel
Cloud infra
22M
qualified imps / mo →
Perplexity
Publisher · SSP
$3.10
eCPM uplift →
Ramp
Fintech
2.7×
demo-bookings →
Sponsored placements, done right

Native to the conversation.
Measured like media.

Every placement is keyed to the user's exact question — typeset into the model's response, in milliseconds, with the same reporting layer brand teams already use everywhere else.

01
Contextual.
Placements are keyed to prompt-level intent — not cookies, not page URL, not last-30-days behavior.
02
Native.
Ads are typeset to match the LLM's own voice and layout. No banners. No pop-ups. No friction.
03
Hyper-targeted.
Reach high-intent users at the exact moment they articulate a need — in their own words.
04
Seamless.
One SDK for publishers. One console for buyers. IAB-aligned reporting both directions.
The infrastructure beneath

Built for the floor.

DAILY AD REQUESTS
280M+
across all surfaces
DECISION LATENCY
<40ms
p99 · prompt → ad
LLM SURFACES
14
growing weekly
BLENDED CTR
4.1%
~5× display benchmark
What we do

Infrastructure for
conversational advertising.

We sit between advertisers and AI publishers — analyzing prompts, scoring intent, ranking ads, and deploying the most relevant placement back into the model's response. In milliseconds. With receipts.

Start a buy Monetize a chat surface
For advertisers

Launch campaigns across every AI surface.

01
Set targeting & budgets. Audience clusters, intent KPIs, geos, spend caps — all in one brief.
02
Optimize automatically. Real-time delivery against your performance goal. Pause where it doesn't pay.
03
Report end-to-end. Every impression, click, and conversion tied to a prompt cluster on a specific surface.
For publishers

Monetize your chat surface in a weekend.

01
One SDK call. Drop in our SSP, point at your prompt & response stream, ship in 48 hours.
02
Global advertiser demand. The full promptbl floor — brand direct, agency, programmatic DSP.
03
You stay in control. Floor pricing, category blocklists, manual review of every advertiser.
The engine

Prompt to placement
in four steps.

A high-performance bidding stack that monitors prompts, evaluates intent, and deploys the most relevant ad — natively typeset into the model's response — in under 40 milliseconds.

01 · INGEST
Prompt analysis.
Real-time analysis of the user's prompt — semantics, named entities, purchase intent, geo, language.
intent: CRM_RESEARCH
entities: SaaS, B2B
geo: us-west
02 · SCORE
Intent ranking.
Every eligible ad in the floor is ranked against the prompt — relevance, advertiser bid, predicted CTR, brand safety.
attio:    0.94
hubspot:  0.81
salesforce: 0.62
03 · BID
Real-time auction.
Second-price auction across all eligible bidders. Floor pricing honored. Publisher rev-share applied.
bid:   $14.20 CPM
floor: $9.40
win:   attio.com
04 · DEPLOY
Native delivery.
Winning ad is typeset into the LLM's response with a Sponsored badge, clear attribution, and a tracking pixel.
status: DELIVERED
latency: 38ms
impression: imp_a8c2..
Conversational intent data

Hear them ask
in their own words.

AI conversations are the highest-fidelity demand signal ever shipped on the open web. promptbl turns prompt-level signals into actionable audience insights — emerging categories, unmet needs, competitive gaps, all updated in real time.

Browse intent dashboard Read the spec
>_promptbl.ai Intent · CRM & sales tools · last 7d
CLUSTER · COMPARISON38.2%
"best CRM for an early-stage B2B SaaS?"
"hubspot vs attio for a 10-person sales team"
"is salesforce overkill for a series A?"
CLUSTER · MIGRATION INTENT22.6%
"how to migrate from salesforce to a modern CRM"
"hubspot is getting expensive — alternatives?"
CLUSTER · FEATURE GAP14.1%
"CRM with native AI outreach drafting"
"CRM that integrates with linear & notion"
What people say

The first ad channel
marketers actually want.

For the first time in a decade, an ad surface where the user actually wanted the answer. Our CAC dropped by half in a quarter.
Satrajit Dey
VP Growth · Attio
We bolted the SDK in over a long weekend. Three weeks later it was 11% of revenue and our ops team was asleep at night.
Enrico Marini
CEO · Helia Chat
Reporting is the part most ad networks fake. promptbl ships you the impression-level log. As a buyer, that's the whole game.
Alexandra Liu
Director, Performance · Ramp
What's happening

The latest from
promptbl.

All news
AdExchanger
Why every LLM is about to have an ad layer — and who's building it.
May 12, 2026
The Information
promptbl raises $24M to standardize sponsored answers in AI search.
April 28, 2026
DigiDay
Media buyers report 4×+ CTR on conversational placements vs. paid search.
April 9, 2026
IAB Tech Lab
Conversational ad-unit spec v1 published, with promptbl as a launch contributor.
March 21, 2026
Beta · invite-first

The answer is sponsored.
Make sure it's yours.

We're onboarding 30 launch partners through Q3 — brands, agencies, and publishers. Tell us about your buy or your surface and we'll route you to the right team, usually within a day.

Start now Book a call