Broadcastwell Fix one answer, $490
Menu

Head to head · Legal practice management software · release 2026-09

Assembly Neos vs Clio

Put the same ten legal practice management software questions to five engines three times each and Assembly Neos is named 10 times; Clio, 126. There was no question where Assembly Neos was named and Clio was not. Assembly Neos was named by Claude, Perplexity and Google AI Overviews only.

Clio is the most named checked vendor in legal practice management software in this release, so every other vendor in the category is compared with it.

One capture on 22 September 2026, ten fixed questions, three runs per engine. Not a ranking, and an engine can answer differently on a refresh.

The Assembly Neos record · The Clio record

Side by side

All ten buyer questions, five engines, three runs. Observed answers on stated dates, not a ranking. This is not a judgment of product quality.
MeasureAssembly NeosClio
Named10 of 150 (6.7%, Wilson 95% interval 3.7% to 11.8%)126 of 150 (84.0%, Wilson 95% interval 77.3% to 89.0%)
Own domain cited3 of 150 (2.0%, Wilson 95% interval 0.7% to 5.7%)53 of 150 (35.3%, Wilson 95% interval 28.1% to 43.3%)

By question

Counts per question, over that question's valid answers.

Assembly Neos and Clio, named per buyer question.
Buyer questionAssembly NeosClio
what is the best legal practice management software for a solo attorney0 of 1515 of 15
what is the best practice management software for a small firm of 3 to 5 attorneys0 of 1515 of 15
what is the best case management software for a personal injury firm5 of 1515 of 15
what are the best alternatives to Clio for a solo attorney0 of 1515 of 15
what are the best alternatives to PracticePanther0 of 1515 of 15
what are the best alternatives to Smokeball2 of 1515 of 15
Clio vs MyCase, which is better for a small firm0 of 1515 of 15
CosmoLex vs Rocket Matter0 of 152 of 15
what should I look for in law practice management software0 of 154 of 15
best practice management platform for a mid-size litigation firm moving off on-premise software3 of 1515 of 15

By engine

Each engine's count over its valid answers to all ten questions.

Assembly Neos and Clio, named per engine.
VendorChatGPTClaudePerplexityGoogle AI OverviewsGoogle AI Mode
Assembly Neos0 of 306 of 301 of 303 of 300 of 30
Clio25 of 3025 of 3024 of 3027 of 3025 of 30

Measured head to head

No question in this release asked the engines to choose between Assembly Neos and Clio; the counts above come from the ten buyer questions.

What the engines said about each

For personal injury and litigation practices, Filevine and Neos offer specialized workflows designed for high-volume case management.

Claude, . Full answer text in the deposit.

My default recommendation for a U.S. solo attorney is Clio, but I’d compare Clio Core with MyCase Pro before buying.

ChatGPT, . Full answer text in the deposit. Dash punctuation normalized.

One sentence per engine at most, chosen by a fixed rule: the first full sentence naming a checked vendor, read in run order. Every answer in full: DOI 10.5281/zenodo.22907695.

What to do with this

Free 10-question check (one engine)

No email is needed; runs are limited per network and per day, and by the site's daily allowance.

Claim or correct this record

Fix one answer, $490 Answer Repair: one source-backed page or fix for one agreed buyer question, due 48 elapsed hours after recorded Ready. Agency Deadline Audit, $490 per client report. Both carry the published full-refund terms.

Choosing an agency for this? The GEO agencies compared, with sources.

Every figure comes from the published method, v1.1.

Claiming or correcting your record is free and never depends on a purchase. No payment changes any number on the Index.

Delivery lead: Priya Nair, Management Consultant.

Receipt

Release
2026-09, published
DOI
10.5281/zenodo.22907695
Method
v1.1: ChatGPT, Claude, Perplexity, Google AI Overviews and Google AI Mode; ten fixed buyer questions per category; three runs per engine
Captured
Base
150 valid answers across ten questions; 0 excluded
Licence
CC BY 4.0, attribution to Broadcastwell
Disputes
Dispute policy and log

Any named company may request one no-cost re-run at index@broadcastwell.com; both results are published.

Prepared by the Broadcastwell team.

Page owner: Vikram Patel, AI Architect. Corrections: index@broadcastwell.com

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

About this page

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Buyer questions · What AI names instead · Head to head · Statement records · Method · Dispute policy