In some cases the company cleaner API and the company enrich API are returning differing results based off the same input, or the cleaner returns a 404 while the enrich returns a result. example screenshot of some company names and if a result returned from the cleaner vs. enrich attached

There are 182390 profiles in the Person dataset that have the phrase “product owner” in their job title. Of those profiles, 179165 of them are being tagged with a job_title_level of “owner”.

When using the new Sandbox API url we constantly get HTTP error code 500 with the following body: {"status": 500, "error": {"type": ["api_error"], "message": "The server encountered an internal error and was unable to complete your request. Either the server is overloaded or there is an error in the application."}} The URL we use: https://sandbox.api.peopledatalabs.com/v5/person/search Body: {"query": {"query": {"match_all": {}}}, "titlecase": true, "size": 100}

"If you use the example provided for job_title_levels ""IE: [""cxo"", ""owner""], you get 0 matches due to how the array is being parsed (see attachment). { ""terms"": { ""job_title_levels"": [ ""[\""cxo\"""", ""\""owner\""]"" ] Passing ""cxo"", ""owner"" works properly for the first value in the comma separated list, but not any after the first. It appears to be passing escape characters instead of the actual value ""terms"": { ""job_title_levels"": [ ""cxo"", ""\""owner\"""" ] Example should read: ""IE cxo"" unless ""Is one of"" is selected, in which case the example should be ""IE: cxo, owner"""

https://api.peopledatalabs.com/v5/school/clean?pretty=true&api_key=XXX&name=duke%20university Returns this: { "status": 200, "name": "duke university", "type": "post-secondary institution", "id": null, "location": null, "linkedin_url": null, "facebook_url": null, "twitter_url": null, "linkedin_id": null, "website": null, "domain": null }

Case 1: params = {'website': ' http://bedsandbars.com/ ', 'required': 'industry'} response = A response with the complete information including industry, size, employee_count, etc Case 2: params = {'website': ' http://bedsandbars.com/ ', 'required': 'size'} response = A response with the complete information including industry, size, employee_count, etc Case 4: params = {'website': ' http://bedsandbars.com/ ', 'required': 'size and industry'} response = {'status': 404, 'message': 'No companies were found matching your request'} - both industry and size are available (Case1 and Case2)

Human Resources Information Services job titles are being captured with a space separating "hr" and "is." e.g. hr is administrator hr is analyst hr is manager etc

We constantly get out "Out of Credits" errors from the API, despite having many credits still available for the month. This is just a bug and not really a suggestion, but its annoying enough that now my team is evaluating PDL alternatives. We've submitted a bug request for it. Its not the first time its happened though.

If I send multiple values in the “location” parameter for person enrich, it seems to only be using the last value in the array to match on (order matters)

Chief titles in the armed forces incorrectly being tagged as CXO.