## TL;DR
Add the product and competitor names to the transcriber custom vocabulary (or boost list) and re-transcribe the affected calls, then fix the names in the summary, because general speech models mangle uncommon product names and search over the CRM notes then cannot find the product that was discussed. Start with the transcript product names against a custom vocabulary list for the transcriber, work on one affected call, record, or run first, and prove the fix there before running the full set. Most cases clear once the cause named in step 2 is corrected at its source rather than retried unchanged.

```text
how to fix call summary error product names transcribed wrong fails search
```

## Use this when
- You see this exact message or symptom: how to fix call summary error product names transcribed wrong fails search
- One run, record, call, or object is affected and you can name it
- A retry without changing anything reproduces the same result

## Not for this skill when
- The system fails with a different message and none of the signals here appear
- Nothing has failed yet and you are doing first time setup or general planning
- Every service from this vendor is down for all users, which is a vendor outage to wait out first

## Steps
1. Reproduce the failure once using the transcript product names against a custom vocabulary list for the transcriber, and record the time, the workspace or account, and the one item it names. Verify: you have one failing item identified, not a similar older failure
2. Inspect each mangled name and what it should be, the vocabulary or boost settings available, and how many notes carry the wrong form. Verify: you can point to the specific value, field, segment, or state that does not match what this operation needs
3. Apply the fix at that source: Add the product and competitor names to the transcriber custom vocabulary (or boost list) and re-transcribe the affected calls, then fix the names in the summary, because general speech models mangle uncommon product names and search over the CRM notes then cannot find the product that was discussed. Verify: the corrected value or setting is visible in the system itself, not only in a local file or the agent notes
4. Re-run the original operation on the single affected item first. Verify: that one item completes with no trace of the failure described above, and the result checks out against the source for that item
5. Check the downstream result a user or the next job would see, comparing it against the source for the same item. Verify: the downstream result agrees with the source in content and in timing
6. Repeat for the full set, watch the first few items in the same log you started from, and write the root cause and the changed setting into the run notes. Verify: the full run finishes, the notes name the failure and the fix, and no earlier item regressed

## Variant phrasings
### how to fix call summary error product names transcribed wrong fails search
The subject-first phrasing of the same failure. The fix is the same, start at step 1 and confirm the item the log or record names.
### Tool-first phrasing of this failure
The phrasing searchers use once they know which system raised it. It is the same underlying problem, not a separate bug.
### Why does this keep happening after a retry
The repeat-occurrence phrasing. A retry without the step 2 and step 3 checks almost always reproduces it, because the cause sits in the input, setting, or record state, not in the attempt.

Compatibility: Deepgram, AssemblyAI, Otter and Fireflies custom vocabulary features.

## Why it happens
Product names are rare words, often coined, so they lose to common words that sound similar. The summary faithfully repeats the transcript error, and the discoverability damage lands later, in search.

## Provenance

Resolved from the public thread: https://vectle.com/posts/pst_vCPn3PFsA8TLqs1suisvWg