Back to suite
Revenue Radar

SEM Revenue Forecast

Google Ads keyword forecasts. SEM Engine V2 is default-on.

Google Ads keyword forecasts from the FastAPI sem-forecasting-service. SEM Engine V2 is default-on. Gemini/Vertex for supporting analysis — not a generic benchmark slider.

SEM Engine V2Google Ads forecastsgemini-3.5-flash-liteCloud RunFirebase
platform.elioai.app — SEM Revenue Forecast
Q3 Revenue Projection
Based on 12 active accounts
$418K
likely scenario
JanJunOct ↑
$310K
Worst
$418K
Likely
$540K
Best
V2
SEM Engine
default-on
Ads
Google Ads forecasts
keyword-level
API
FastAPI service
sem-forecasting-service
What it does

Built for revenue teams.
Tuned to your pipeline.

SEM Engine V2

Default-on forecast engine — the current production path, not a hidden flag.

Google Ads forecasts

Keyword forecasts from the Google Ads path the Python service already uses.

FastAPI service

sem-forecasting-service on Cloud Run — not a spreadsheet model in the browser.

History

Forecast runs sit in history with the rest of the suite.

How it works

Three steps.
Fully operational.

01

Set keywords and geo

The forecast service takes the keyword set and market you already plan to buy.

02

Run SEM Engine V2

FastAPI + Google Ads forecasts. Supporting copy via selectModel().

snippet
await runForecast({ engine: "v2" })
03

Review the range

Use the output in a client or internal review — not as an invented KPI.

Also in the suite

Related tools

IntelligencePer-session uploads

Campaign Analysis

Ad-hoc document and URL analysis with per-session uploads.

Explore →
Mission ControlMission Control

Sales Command Center

Daily lead allocation, focus accounts, and Pulse.

Explore →
Revenue RadarVertex + Grounding

Prospect Intel

Deep brief on any prospect before you dial.

Explore →

Want SEM Revenue Forecast for your team?

Custom timeline. Custom builds are scoped per project — not a white-label SKU. Your data stays in the Google Cloud project we agree on.

or email projects@elioai.app