AI Task Time
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AI Time Estimates for Research Tasks

Research used to mean hours of reading. Compare how long modern research and summarization tasks take for analysts, agencies, and AI.

research good

Analyze a 10,000-row customer transaction CSV to surface spending patterns, seasonal trends, and fraud indicators — combining data wrangling, statistical analysis, and interpretive reporting.

58 hrs/wk @ 10× 21 views
research good

Create a detailed competitive analysis comparing 5 project management tools across features, pricing, and user experience

75 hrs/wk @ 10× 20 views
research excellent

Analyze a CSV of 10,000 customer support tickets to surface the top 5 recurring issue categories, each with representative example quotes extracted from the data.

13.5 hrs/wk @ 10× 20 views
research excellent

Create a detailed one-week meal plan accommodating vegan, gluten-free, and nut-free dietary restrictions within a $150 weekly food budget, including recipes and a shopping list.

15.5 hrs/wk @ 10× 19 views
research excellent

Create a 7-day meal plan with full recipes for a family of four, adhering to gluten-free and nut-free dietary restrictions while keeping total grocery spend under $150.

15.5 hrs/wk @ 10× 19 views
research good

Analyze 12 months of quarterly sales data to surface trends, seasonal patterns, and pricing adjustment recommendations for an e-commerce platform.

35 hrs/wk @ 10× 19 views
research poor

Diagnose the underlying cause of a child's recurring stomach pain that has not responded to standard treatments, and recommend a clinical next-step plan.

8.5 hrs/wk @ 10× 18 views
research poor

Evaluate three wine samples through sensory tasting and recommend the best pairing for a specific dish, considering flavor profiles, acidity, tannins, and complementary characteristics.

1.5 hrs/wk @ 10× 18 views
research excellent

Analyze a CSV file of customer churn data to identify the top 5 factors most strongly correlated with user cancellation, producing a ranked list with supporting evidence.

27.5 hrs/wk @ 10× 18 views
research good

Competitive analysis of 6 project management tools covering features, pricing, and customer reviews

23 hrs/wk @ 10× 18 views
research good

Research and write a comparative analysis of five project management tools (Asana, Monday.com, Jira, Notion, Linear) for a startup audience, covering features, pricing, usability, and startup fit.

42 hrs/wk @ 10× 18 views
research excellent

Create a personalized weekly meal plan tailored to dairy-free, low-sodium Mediterranean dietary requirements, including meal suggestions, ingredient notes, and basic nutritional guidance.

12.5 hrs/wk @ 10× 17 views
research poor

Authenticate a potentially counterfeit Rolex watch through physical hands-on inspection, mechanical testing, and provenance research to determine if it is genuine or counterfeit.

8 hrs/wk @ 10× 17 views
research poor

In-person clinical diagnosis of a 3-year-old child presenting with persistent fever and rash, including physical examination and differential diagnosis to rule out serious conditions such as meningitis, Kawasaki disease, sepsis, or viral exanthem.

1.5 hrs/wk @ 10× 17 views
research good

Analyze six months of e-commerce transaction data to identify seasonal trends and produce actionable inventory adjustment recommendations.

31.3 hrs/wk @ 10× 17 views
research poor

Diagnosing why a patient's chronic headaches keep returning despite multiple medication trials is a complex clinical problem requiring differential diagnosis, systematic review of treatment history, physical and neurological examination, and evidence-based treatment planning. Secondary causes must be ruled out, and the cumulative medication history must be interrogated for patterns such as medication overuse headache.

4 hrs/wk @ 10× 17 views
research good

Research and compile a competitive analysis report comparing 5 project management tools for small agencies, including pricing tables, feature matrices, and narrative analysis.

42.5 hrs/wk @ 10× 15 views
research excellent

Analyze a CSV file of 5000 customer support tickets to identify the top 10 recurring issues, incorporating sentiment analysis across each category

42 hrs/wk @ 10× 15 views
research partial

Diagnose a persistent cough in a 3-year-old that hasn't responded to OTC treatments and decide whether urgent care is warranted

7.5 hrs/wk @ 10× 15 views
research excellent

Sentiment analysis of 1,000 tweets about a new movie release, categorizing each as positive, negative, or neutral and identifying recurring themes across the dataset.

47.5 hrs/wk @ 10× 14 views