Overview Leaderboard Methodology
Industry Report

Reading and Literacy Tools

Digital programs that support phonics, fluency, comprehension, and literacy assessment for elementary and secondary students.

Brands tracked: 42
Brands analyzed: 42
Last updated: 2026-04-23
Model: OpenAI GPT-5
Prompts: 317
Total responses: 1,645
Top Brand Overall?
Lexia
43/100

Highest overall AI Visibility Score in this industry.

LBA Leader?
Starfall
85

Highest score on the LBA metric in this industry.

Authority Leader?
Lexia
24

Highest score on the Authority metric in this industry.

TOM Leader?
U
UFLI Foundations
57

Highest score on the TOM metric in this industry.

Reading and Literacy Tools is a highly fragmented category in AI responses

Even the top-ranked brand (Lexia at 43/100) is mentioned inconsistently when users ask AI assistants about Reading and Literacy Tools. Only 1 brand in this category scored above 40. Categories often land here for two reasons: the space is dominated by local or niche players no single AI model has strong training on, or it's a services-heavy category (agencies, consultants) where AI assistants tend not to name specific brands regardless of reputation.

Brand Leaderboard All 42 Reading and Literacy Tools brands ranked

Ranked by overall AI Visibility Score (smoothed geometric mean of LBA, Authority, and TOM with an LBA-based floor on Authority and TOM, see methodology). Click any brand for the full report.

# Brand LBA Authority TOM Overall
1
Lexia
lexia.com
 69
24
46
43
2
U
UFLI Foundations
uflieducation.org
 67
14
57
39
3
Heggerty
heggerty.org
 75
10
32
31
4
Fundations
fundations.com
 68
7
38
29
5
Really Great Reading
reallygreatreading.com
 61
6
42
28
6
Lexia Core5 Reading
lexialearning.com
 81
8
24
27
7
Epic!
getepic.com
 75
7
19
24
8
Barton Reading & Spelling System
bartonreading.com
 69
7
20
23
9
Raz-Kids
raz-kids.com
 72
7
18
23
10
Read Naturally
readnaturally.com
 69
7
20
23
11
i-Ready
i-ready.com
 73
8
14
22
12
Newsela
newsela.com
 74
7
13
21
13
Hooked on Phonics
hookedonphonics.com
 82
8
8
20
14
Reading Eggs
readingeggs.com
 76
8
11
20
15
Starfall
starfall.com
 85
9
9
20
16
Wilson Language Training
wilsonlanguage.com
 71
7
12
20
17
Teach Your Monster Reading
teachyourmonster.org
 78
8
8
19
18
Accelerated Reader
renaissance.com
 73
7
7
18
19
CommonLit
commonlit.org
 76
8
8
18
20
Learning A-Z
learninga-z.com
 68
7
8
18
21
Learning Ally
learningally.org
 70
7
8
18
22
mCLASS
amplify.com
 73
7
7
18
23
ReadWorks
readworks.org
 74
7
8
18
24
Achieve3000
achieve3000.com
 69
7
7
17
25
Benchmark Education
benchmarkeducation.com
 69
7
7
17
26
myON
myon.com
 71
7
7
17
27
Nessy
nessy.com
 69
7
7
17
28
Fast ForWord
fastforword.com
 67
7
7
16
29
ReadTheory
readtheory.org
 66
7
7
16
30
95 Percent Group
95percentgroup.com
 62
6
6
15
31
Acadience Reading
acadiencelearning.org
 60
6
6
15
32
Lalilo
lalilo.com
 61
6
6
15
33
Voyager Sopris Learning
voyagersopris.com
 60
6
6
15
34
Writable
writable.com
 62
6
6
15
35
R
Read Live
readlive.com
 58
6
6
14
36
Lexplore
lexplore.com
 51
5
5
13
37
Amira Learning
amiralearning.com
 45
4
5
12
38
Imagine Math
imaginelearning.com
 49
5
5
12
39
BookNook
booknook.com
 43
4
4
11
40
LightSail
lightsailed.com
 45
4
4
11
41
Phonics Hero
phonicshero.com
 43
4
4
11
42
Flyleaf Publishing
flyleafpublishing.com
 15
3
6
7

How is this calculated? Methodology

Every brand in this leaderboard is scored against the same set of 317 shared Reading and Literacy Tools prompts. The same prompts, same model, same iterations. So differences in scores reflect actual differences in AI visibility, not differences in measurement.

Overall AI Visibility Score
Smoothed geometric mean of LBA, Authority and TOM. Authority and TOM are floored at LBA × 0.1 before the geometric mean (the same floor used in the per-metric cards above, so brand cards and the composite tell the same story). Formula: composite = ((LBA + 5)(Authority + 5)(TOM + 5))^(1/3) - 5. The floor keeps brands the model clearly recognises but doesn't yet recommend from collapsing to zero, while a single genuinely weak metric still pulls the composite down. Full methodology.
Shared industry prompts
For Authority and TOM, all brands in the industry are scored against the same 317 category prompts (e.g. "best SEO tools for agencies"). This makes brand-to-brand comparisons valid - everyone faces identical inputs. LBA prompts are per-brand because they ask brand-specific questions.
Latent Brand Association (LBA)
5 brand probes + 1 control prompt, each run 5 times in recall mode (no web search). LBA = quality × meta × stability × share × recognition × 100. Read the full LBA methodology →
LLM Authority
50 organic category prompts (discovery, comparison, problem and transactional intents), each run once in recall mode and once in retrieval mode. Score = frequency × log-decayed prominence × intent weight, then 50/50 averaged across the two modes. Read the full Authority methodology →
Top of Mind (TOM)
15 high-volume discovery prompts (sourced from Keywords Everywhere search-volume data), each run 5 times in pure recall mode (no web). Score = frequency × (0.5 + 0.5 × log-prominence), volume-weighted. Read the full TOM methodology →