How effective is Avvo find a lawyer search for identifying vetted DUI defense attorneys who have specific experience with breathalyzer calibration errors in Ohio?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How effective is Avvo find a lawyer search for identifying vetted DUI defense attorneys who have specific experience with breathalyzer calibration errors in Ohio?
3 real searches · 1 real-search pass
Avvo attorney ratings how verified client reviews lawyer rating methodology disciplinary records limitationsGoogle ↗
OBSERVEDReason
Ohio DUI breathalyzer calibration errors attorney Intoxilyzer 8000 calibration records Ohio case law breath testGoogle ↗
OBSERVEDReason
Ohio Department of Health breath alcohol testing instrument calibration rules Intoxilyzer 8000 OhioGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 1 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Avvo attorney ratings how verified client reviews lawyer rating methodology disciplinary records limitations Google ↗
Ohio DUI breathalyzer calibration errors attorney Intoxilyzer 8000 calibration records Ohio case law breath test Google ↗
Ohio Department of Health breath alcohol testing instrument calibration rules Intoxilyzer 8000 Ohio Google ↗
- The Avvo Rating: What Lawyers should know · avvo.com
- For Consumers: Understanding the Avvo Rating · avvo.com
- vvo Reviews: A Guide for Consumers · avvo.com
- Rule 3701-53-03 - Ohio Administrative Code · codes.ohio.gov
- Rule 3701-53-05 - Ohio Administrative Code · codes.ohio.gov
- Cincinnati v. Ilg · supremecourt.ohio.gov
- Accused May Contest Test Results and Operability of Intoxilyzer 8000 · courtnewsohio.gov
- Case: 1:22-cv-01066-BYP Doc #: 9 Filed: 05/21/25 1 of 22. PageID #: <pageID> · govinfo.gov
- State v. Engler, 2021 Ohio 902 · app.midpage.ai
- Ohio attorney registration and directory · supremecourt.ohio.gov
- Ohio Supreme Court opinions and decisions · supremecourt.ohio.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Avvo attorney ratings how verified client reviews lawyer rating methodology disciplinary records limitations OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Ohio DUI breathalyzer calibration errors attorney Intoxilyzer 8000 calibration records Ohio case law breath test OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Ohio Department of Health breath alcohol testing instrument calibration rules Intoxilyzer 8000 Ohio OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |