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.

2,606,313
Brands Scored
4.1/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 2,606,313 Tech & SaaS Brands

AI-Ready8-10
<1%
7,419
Getting There6-7
11%
287,192
Needs Work4-5
62%
1,619,651
Not Discoverable0-3
27%
692,051

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

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

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2,606,313 brands scored - page 65 of 26,064

C

Cihang Xie

8/10
H

Home

8/10
H

Hao Peng

8/10
M

Medium

8/10
G

Giwon Bahg

8/10
N

Nathan Jacobs

8/10
B

Byungjun Kim

8/10
A

Abhishek Joshi

8/10
P

Peiyang Song

8/10
T

Tim Dockhorn

8/10
J

JupyterHub Project

8/10
J

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

8/10
H

HoverGames

8/10
3

3DLG

8/10
A

Alexander Gutev — Computer Vision & AI Research

8/10
N

Nathan Shively-Sanders

8/10
B

brunodantas

8/10
B

BwanaMarko

8/10
B

Brackets Themes

8/10
D

Di Wang

8/10
E

Eva Darulova

8/10
H

Home

8/10
B

Ben's Blog

8/10
M

Mi-V Ecosystem

8/10
3

3D Diffuser Actor: Policy Diffusion with 3D Scene Representations

8/10
D

Diffusion

8/10
D

djhworld

8/10
V

vkSegfault

8/10
C

CloudpilotEmu

8/10
R

Resume

8/10
S

Symphony · Data Acquisition System

8/10
P

phorb.dev

8/10
P

Pejibaye Blog

8/10
H

Home

8/10
F

FoodCoopShop Online

8/10
F

Fabien Doiron, Senior front

8/10
H

Hello from Agama

8/10
A

Ashley's Blog

8/10
B

Beyond Backprop

8/10
J

Jovita Lukasik

8/10
Y

Yen

8/10
A

Apache Pulsar

8/10
I

Introduction

8/10
Z

Ziqi Wang

8/10
E

ETHOS.FINE

8/10
O

Overview

8/10
T

Telling Left from Right: Identifying Geometry

8/10
D

Datapages

8/10
C

Code · Data Science

8/10
Q

QGreenland Documentation — QGreenland v4.0.0alpha4 documentation

8/10
A

AjuntamentdeBarcelona.github.io

8/10
X

Xianyi's Homepage

8/10
A

Amazon Alexa

8/10
Y

Your Name / Site Title

8/10
H

Haruna

8/10
G

Gyeom Moon

8/10
B

BasKet Note Pads

8/10
E

Easier API testing with Tavern

8/10
S

SMART Guidelines

8/10
Z

Zeyu Ma

8/10
C

César Botana

8/10
O

Oisín Ryan

8/10
T

The Magic of Learning — tech.bitvijays.com 2.0.0 documentation

8/10
S

Swiss Life

8/10
F

Fast & Curious · Gilles Debunne

8/10
S

Simply Statistics · A statistics blog by Rafa Irizarry, Roger Peng, and Jeff Leek

8/10
C

Cristian Canton

8/10
A

Andre's academic page

8/10
C

CharXiv

8/10
P

Penelope AI

8/10
V

VoxPoser

8/10
C

CHC

8/10
H

Haojie Huang

8/10
J

Jiyang Zhang

8/10
I

IKEA Assembly Dataset

8/10
S

SpecterOps

8/10
A

Ali Reza Ibrahimzada

8/10
C

CoLoMoTo

8/10
G

Gavin Bierman

8/10
H

Hai Duong

8/10
Y

Yuanchun Li @ Peking University

8/10
G

GitHub Patchwork

8/10
B

Björn Ricks

8/10
S

Site Reliability Guide for mybinder.org

8/10
L

Liuyib's Blog

8/10
T

tabreturn // blog

8/10
P

python-imaging

8/10
S

Seyed Yahya Shirazi, Ph.D.

8/10
H

Hugues Wattez

8/10
R

Random bits and pieces

8/10
Y

yaleman repositories

8/10
M

mó bǎn

8/10
C

Colin Eberhardt, CV

8/10
J

Junchen Liu

8/10
A

Audio Samples from StyleTTS 2

8/10
K

Kang Liao

8/10
O

olaFlow

8/10
X

Xinyu Hua

8/10
N

Nicholas (Nico) Krämer

8/10
M

Matthew Foxx

8/10
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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 4.1/10 means for tech & saas brands

The average Tech & SaaS brand we've scored sits at 4.1/10. 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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