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.

1,046,623
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 1,046,623 Tech & SaaS Brands

AI-Ready8-10
<1%
5,436
Getting There6-7
18%
185,554
Needs Work4-5
69%
721,038
Not Discoverable0-3
13%
134,595

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

1,046,623 brands scored - page 9290 of 10,467

P

PyBEL 0.15.6

3/10
Q

QuantEcon documentation β€” QuantEcon 0.11.2 documentation

3/10
W

Welcome to pylightxl documentation β€” pylightxl 2019 documentation

3/10
W

Welcome to the Sound Field Synthesis Toolbox β€” SFS Toolbox

3/10
P

PyBLP β€” PyBLP 1.2.0 documentation

3/10
O

Overview β€” Wetterdienst Documentation

3/10
T

txacme: A Twisted implementation of the ACME protocol β€” txacme 0.9.1+0.ga5f1652.dirty documentation

3/10
A

Automating Software Development

3/10
G

Golem Python API Reference β€” yapapi 0.12.0 documentation

3/10
A

Anycluster

3/10
J

Jakob de Maeyer

3/10
P

pyHanko β€” pyHanko 0.0.0.dev1 documentation

3/10
H

Hugues Wattez

3/10
M

mastersign

3/10
P

Python Library for Historical Linguistics β€” LingPy

3/10
N

NGL Viewer Projects

3/10
B

Blog

3/10
G

Goji

3/10
J

JWTConnect.io

3/10
M

Machine Learning for Trading

3/10
A

astir

3/10
W

Welcome to multiprocessing’s documentation! β€” multiprocessing 3.5.0.0 documentation

3/10
B

beancount2beancount

3/10
C

clinguinContentsMenuExpandLight modeDark modeAuto light/dark mode

3/10
B

BTrees documentationContentsMenuExpandLight modeDark modeAuto light/dark, in light modeAuto light/dark, in dark mode

3/10
C

ChainerUI

3/10
D

django

3/10
W

Welcome to docformatter! β€” docformatter 1.7.5 documentation

3/10
W

Welcome to FFsubsync’s documentation! β€” ffsubsync documentation

3/10
H

histbook β€” histbook v1.2.5

3/10
W

Welcome to gninatorch’s documentation! β€” gninatorch documentation

3/10
Π 

Руководство ΠΏΠΎ IRC β€” ДокумСнтация Руководство ΠΏΠΎ IRC 1

3/10
M

METS Reader & Writer β€” METS Reader & Writer 0.6.1 documentation

3/10
M

multimatch

3/10
H

Home β€” Parsenvy 3.0.2 documentation

3/10
W

Welcome to owmeta

3/10
W

Welcome to pygeoif’s documentation! β€” pygeoif 1.6.0dev0 documentation

3/10
P

pypuppetdb β€” pypuppetdb 3.2.0 documentation

3/10
I

irc 20.5.1.dev72+g90e10e690 documentationContentsMenuExpandLight modeDark modeAuto light/dark, in light modeAuto light/dark, in dark mode

3/10
M

Main Page β€” retdec

3/10
R

RichDEM β€” High

3/10
W

Welcome to stix2

3/10
S

ssh

3/10
W

Welcome to TopoStats’s documentation! β€” TopoStats 2.4.1.dev13+g7508469e2 documentation

3/10
S

SWAMPE’s documentation β€” SWAMPE 1.0.0 documentation

3/10
P

python

3/10
Z

ZEO

3/10
W

Welcome to Yapconf’s documentation! β€” Yapconf 0.3.7 documentation

3/10
W

Welcome to sciunit’s documentation! β€” SciUnit documentation

3/10
S

shdewz

3/10
C

Cesium

3/10
K

Kyle Conroy's Personal Blog

3/10
P

PyWebIO Playground: Edit, Run, Share PyWebIO Code Online

3/10
J

Jack Robinson

3/10
P

PyHELICS

3/10
B

Blog

3/10
P

passagemath: General purpose mathematical software system in Python, a fork of SageMath

3/10
W

Welcome to anycluster’s documentation! β€” anycluster 2.0 documentation

3/10
W

Welcome to django

3/10
W

Welcome to Flask

3/10
D

django

3/10
C

Cooler β€” cooler 0.10.4 documentation

3/10
L

lda: Topic modeling with latent Dirichlet Allocation β€” lda documentation

3/10
P

python

3/10
D

django

3/10
H

Home

3/10
↑

↑↑↓↓←→←→

3/10
T

Threema Gateway

3/10
P

Pantry

3/10
B

BlazorFiddle

3/10
K

Kots.io

3/10
I

Introduction

3/10
H

Hotswapagent

3/10
C

Code fragments

3/10
M

MASSGRAVE git

3/10
M

Mark's Ohio Scientific/Compukit UK101 Archive

3/10
P

Poloniex API

3/10
D

Discord

3/10
Γ–

Γ–mer Saatcioglu

3/10
H

https://hamed.github.io/en

3/10
W

Welcome to FreeFEM documentationLogo

3/10
D

Doughnut ~ Podcast App for macOS

3/10
E

easyDNS

3/10
R

Report Generator / Engine and PDF Library, Rich Text (RTF), Charts, Barcodes

3/10
J

jgallant's Indie Game Developer Homepage

3/10
L

Leaning Technologies

3/10
Q

Quasilyte github pages

3/10
T

Tiny XSS Payloads

3/10
A

AROS, MorphOS & AmigaOS 4

3/10
A

AB&T

3/10
M

Milan Kupcevic β€” Personal Home Page

3/10
M

mimosa

3/10
A

Apache Fluo

3/10
L

Lens –

3/10
P

Projects

3/10
K

Kristian Nielsen

3/10
S

SGE (moved to GitHub)

3/10
H

hvac β€” hvac 2.4.0 documentation

3/10
I

Introduction

3/10
A

Aave

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 β†’

What an AEO score of 4.6/10 means for tech & saas brands

The average Tech & SaaS brand we've scored sits at 4.6/10. 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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