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.

3,620,687
Brands Scored
4.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 3,620,687 Tech & SaaS Brands

AI-Ready8-10
<1%
16,147
Getting There6-7
25%
901,682
Needs Work4-5
60%
2,184,364
Not Discoverable0-3
14%
518,494

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

3,620,687 brands scored - page 31368 of 36,207

O

OnionScan: Investigating the Dark Web

3/10
G

Getting started overview

3/10
D

Damselfly

3/10
R

Raku Land

3/10
U

Ultralisp

3/10
L

lloyd.io

3/10
W

WTF is my IP?!?!??

3/10
C

Company

3/10
S

sc68

3/10
J

jsdw

3/10
E

Earth Engine Apps

3/10
R

Roy Keyes

3/10
R

Reflex FRP

3/10
P

PDF4DEV Solutions

3/10
M

mobz.github.io

3/10
F

Formly

3/10
M

muffon

3/10
M

Mastercard Developers

3/10
C

Confirm

3/10
C

chanind.github.io

3/10
M

Muflone

3/10
A

A Cloud URL Shortening Service

3/10
T

Tranio

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
B

Barnabas Kendall

3/10
T

Trader.xyz

3/10
O

Open Door Logistics

3/10
S

Shape 2

3/10
T

The Machine Learning for Artificial Intelligence Lab · ML4AI

3/10
J

Jhimy F Villar

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
A

antidote

3/10
P

Projects

3/10
C

CubicleSoft

3/10
A

Alex Drummond

3/10
A

Aimeos e

3/10
A

afnan.io

3/10

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
A

ArtsSEC

3/10
E

e.near Tech Blog ·

3/10
F

fungos' home

3/10
L

LibreSign

3/10
V

Vyper Online Compiler

3/10
P

pwmt.org

3/10
J

James Dabbs

3/10
J

Joe Buza

3/10
S

Suchit Puri

3/10
F

Frontend Indonesia

3/10
B

BOOSTLET.js

3/10
J

Joshua Maglione

3/10
M

Mark Kellogg, Senior Software Engineer

3/10
M

Mizunashi Mana

3/10
P

Planet

3/10
P

Poet.so

3/10
J

joshua loftus

3/10
A

Amit Gawande

3/10
J

JsSIP

3/10
E

Effortless Web Scraping Toolkit

3/10
H

Help Center

3/10
S

STRUDEL

3/10
H

Home Page

3/10
A

Apache Any23

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
A

Adafruit

3/10
H

Homepage of Raphaël Rigo

3/10
C

CSCW User AI Auditing 2023

3/10
C

ChatDKG.ai

3/10
A

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

3/10
R

Roman’s Tech Notebook

3/10
N

nestauk.github.io

3/10
/

/ 是也乎( ̄▽ ̄) / ZoomQuiet.io

3/10
N

newtrackon, Tracking the Trackers

3/10
E

ENSIME

3/10
T

Tom Kwong's Infinite Loop

3/10
H

http4s

3/10
T

tooot 📱

3/10
T

Tomer Cohen ~ תומר כהן

3/10
W

Welcome to ITKPythonPackage’s documentation! — ITKPythonPackage documentation

3/10
T

Taesung Park

3/10
B

Boxedwine

3/10
D

Death by AI

3/10
C

Cheng Chi

3/10
S

Sioyek

3/10
P

Perspective

3/10
K

Karl O'Keeffe

3/10
H

hMRI

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 4.7/10 means for tech & saas brands

The average Tech & SaaS brand we've scored sits at 4.7/10. 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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