AI Scores / Tech & SaaS

Tech & SaaS AI Scores
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AI Visibility Scores for Tech and SaaS Brands

B2B buyers ask AI engines for software recommendations every day. The SaaS brands that show up have schema markup, entity clarity, and AI-accessible documentation. See how tech companies score on AI visibility.

1,847,940
Brands Scored
4.5/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 1,847,940 Tech & SaaS Brands

AI-Ready8-10
<1%
7,079
Getting There6-7
15%
272,506
Needs Work4-5
70%
1,294,901
Not Discoverable0-3
15%
273,454

Only <1% of tech & saas brands are AI-ready.

The other >99% are being skipped by ChatGPT, Perplexity, and Google AI Mode.

Score your brand free

1,847,940 brands scored - page 16102 of 18,480

G

Global catalog

3/10
P

PDF4DEV Solutions

3/10
M

mobz.github.io

3/10
M

muffon

3/10
M

Mastercard Developers

3/10
C

Confirm

3/10
F

Fair database benchmarks

3/10
M

Muflone

3/10
A

A Cloud URL Shortening Service

3/10
T

Tranio

3/10
O

OpenCalAccess.org

3/10
P

Projects • decomp.dev

3/10
F

flatmappers

3/10
J

Jupyter Kernel Gateway — Jupyter Kernel Gateway 3.0.1 documentation

3/10
B

Blog

3/10
L

LibreCounter Stats

3/10
1

1kB

3/10
B

Barnabas Kendall

3/10
T

Trader.xyz

3/10
O

Open Door Logistics

3/10
T

Thai Pangsakulyanont

3/10
A

Apricot Systematic (14

3/10
S

Shape 2

3/10
H

Home

3/10
H

Home

3/10
T

The Machine Learning for Artificial Intelligence Lab · ML4AI

3/10
J

Jhimy F Villar

3/10

備忘録

3/10
H

Honoka

3/10
Z

Zero

3/10

码志

3/10
K

Kleoverse - Adaptive Profile

3/10
A

Alex Vanderbist

3/10
P

Projects

3/10
M

martin

3/10
C

CubicleSoft

3/10
A

Alex Drummond

3/10
W

w3collective

3/10
A

Aimeos e

3/10
A

afnan.io

3/10

3/10
M

Matthew Cale

3/10
D

Daniel Scharrer's Abode in Cyberspace 🏠

3/10
F

FakeItEasy

3/10
R

Rabix: Power tools for the Common Workflow Language

3/10
T

TwineLab

3/10
T

Truemail - Open Source self hosted email validation solutions

3/10
K

kure

3/10
A

ArtsSEC

3/10
K

kurre

3/10
S

Swan Open Source

3/10
L

LibreSign

3/10
F

From Bits to Brains

3/10
P

pwmt.org

3/10
D

demos.goXTK.com

3/10
K

Kurzbilanz

3/10
J

Joe Buza

3/10
B

biancarosa.com.br

3/10
F

Frauen mit Kurven in Ihrer Nähe

3/10
S

Suchit Puri

3/10
M

Michael ZietzToggle Menu

3/10
F

Frontend Indonesia

3/10
J

Jesse Harlin .Net

3/10
B

BOOSTLET.js

3/10
M

Mark Kellogg, Senior Software Engineer

3/10
B

Bookmarklets for developers

3/10
M

Mizunashi Mana

3/10
P

Planet

3/10
A

Amit Gawande

3/10
P

Poren Chiang

3/10
J

JsSIP

3/10
E

Effortless Web Scraping Toolkit

3/10
P

Page has moved

3/10
H

Help Center

3/10
K

kwadrat

3/10
S

STRUDEL

3/10
H

Home Page

3/10
N

nashboard

3/10
A

A new, modern UI component library built on top of Base UI

3/10
A

Apache Any23

3/10
M

ml.ninux.org Mailing Lists

3/10
O

OpenMemories: Docs — OpenMemories: Docs documentation

3/10
T

Tech Action Working Group

3/10
W

Welcome to pySerial’s documentation — pySerial 3.5 documentation

3/10
M

Migriert

3/10
D

Developer PortalLoading

3/10
A

Adafruit

3/10
C

CSCW User AI Auditing 2023

3/10
A

A Journey in Creating an Operating System Kernel: The 539kernel Book

3/10
I

Inedo Documentation

3/10
N

nestauk.github.io

3/10
N

newtrackon, Tracking the Trackers

3/10
Y

Yathit Developer Network

3/10
E

ENSIME

3/10
H

http4s

3/10
T

tooot 📱

3/10
L

Legend

3/10
T

Tomer Cohen ~ תומר כהן

3/10
W

Welcome to ITKPythonPackage’s documentation! — ITKPythonPackage documentation

3/10
B

Boxedwine

3/10
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Score your tech & saas brand free

Want to improve your AI visibility score?

Read: AEO guide for Tech & SaaS brands →

What an AEO score of 4.5/10 means for tech & saas brands

The average Tech & SaaS brand we've scored sits at 4.5/10. That means roughly <1% are positioned to be cited by ChatGPT, Claude, and Perplexity, while the remaining >99% are at risk of being skipped when AI engines answer customer questions.

Common AEO issues in tech & saas

  • Missing Organization JSON-LD with sameAs links to social profiles
  • No llms.txt file declaring the brand to AI crawlers
  • FAQ content rendered without FAQPage schema, so AI engines cannot extract it
  • robots.txt or Cloudflare WAF blocking GPTBot, ClaudeBot, or PerplexityBot
  • Thin About pages with no founder/team Person schema

How to improve your tech & saas AEO score

Run a free AEO score for your site and see exactly which signals are missing. The audit takes under a minute and the fix list ships as a one-click JSON-LD + llms.txt + robots.txt patch you can paste into any platform.

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