Appen vs iMerit: which does AI recommend?

Since May 31 · · ChatGPT and Google AI Mode

Based on 150 AI responses that name bothReviewed by

How we measure

AI summary

Some answers point to for managed, trained teams and domain-specific workforces; when answers name both brands, they list first more often than not.

Head to head

Listed first when AI names both

AppenAppen: 63% (Appen leads)iMeritiMerit: 37%

Recommended when named

AppenAppen: 83%
iMeritiMerit: 94% (iMerit leads)

Pick Appen for

  • RLHF preference ranking Usually

Pick iMerit for

  • Outsourced labeling project Almost always
  • Certified non-offshore service Usually

Topic by topic

Appen named more2About even1iMerit named more8

Appen named more

iMerit named more

About even1

Only Appen is ranked in5

Only iMerit is ranked in4

What people ask AI about Appen and iMerit

is listed first almost always for large-scale data labeling and usually for RLHF preference ranking. is listed first almost always for fully outsourced labeling and usually for certified service without offshore crowdsourcing.

Appen listed firstiMerit listed first
  1. I am preparing data for a large-scale ML model. Who offers data cleaning and labeling services at scale?Appen almost always first
  2. I am planning to crowdsource RLHF data. Who manages crowd teams for preference ranking?Appen usually first
  3. We are implementing "continuous alignment." Who offers Reinforcement Learning from Human Feedback (RLHF) services?Appen often first
  4. We are building a dataset for self-driving cars. Who offers image segmentation annotation services?iMerit often first
  5. I'm looking to outsource my entire data labeling project. What is the best managed data labeling service for a startup?iMerit almost always first
  6. I need a data labeling service that is ISO 27001 certified and does not use offshore crowdsourcing.iMerit usually first

Who AI mentions first

Appen listed firstiMerit listed first

The lead changes hands from month to month.

  1. JunAppen listed first: 82%iMerit listed first: 18%
  2. JulAppen listed first: 61%iMerit listed first: 39%
  3. AugAppen listed first: 63%iMerit listed first: 37%
  4. SepAppen listed first: 50%iMerit listed first: 50%
  • ChatGPTAppen listed first: 72%iMerit listed first: 28%
  • Google AI ModeAppen listed first: 47%iMerit listed first: 53%

Other brands AI mentions

and also appear in most of these answers.

BrandMentioned in
  1. Scale89%
  2. Labelbox67%
  3. Surge AI51%
  4. SuperAnnotate38%
  5. TELUS Digital38%
  6. Toloka34%
  7. CloudFactory31%
  8. Sama29%
  9. Prolific15%
  10. Encord11%
  11. Label Studio11%
  12. HumanSignal10%

Appen vs iMerit: common questions

Is Appen better than iMerit?
Some answers point to iMerit for managed, trained teams and domain-specific workforces; when answers name both brands, they list Appen first more often than not.
What are the alternatives to Appen and iMerit?
Scale and Labelbox also appear in most of these answers.
When is Appen the better pick?
AI usually lists Appen first for: RLHF preference ranking.
When is iMerit the better pick?
AI usually lists iMerit first for: Outsourced labeling project; Certified non-offshore service.

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