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 partial

Conduct a structured user interview with a frustrated customer to surface pain points and inform product decisions through empathy-building

8.5 hrs/wk @ 10× 5 views
research good

Review and analyze a quarter's worth of customer support tickets to surface the top 5 recurring complaint themes and recommend actionable solutions for each.

35 hrs/wk @ 10× 5 views
research excellent

Summarize a 50-page Fortune 500 earnings call transcript, extracting key financial metrics, guidance changes, and notable management commentary into a structured, actionable briefing.

12.5 hrs/wk @ 10× 5 views
research partial

Assess whether a vintage guitar at an estate sale is genuine, correctly identified, and in a condition worth buying — covering authenticity markers, hardware, finish, structural integrity, and fair market value.

5 hrs/wk @ 10× 5 views
research partial

Conduct a sensory taste test of three craft beers and provide a pairing recommendation for a specific dish, covering flavor profiles, mouthfeel, and complementary or contrasting notes.

5.5 hrs/wk @ 10× 4 views
research poor

Diagnose recurring chronic back pain despite physical therapy by examining posture, movement patterns, and clinical history through interactive assessment

5 hrs/wk @ 10× 4 views
research good

Analyze 10 competitor pricing pages and produce a structured competitive analysis report covering pricing tiers, feature comparisons, and positioning strategies.

38.3 hrs/wk @ 10× 4 views
research excellent

Create a weekly meal plan for a family of four with celiac disease and dairy intolerance constraints, staying within a $150/week grocery budget.

15 hrs/wk @ 10× 3 views
research excellent

Analyze sentiment across 500 customer support tickets, categorize complaints by issue type, and suggest process improvements based on findings.

155 hrs/wk @ 10× 3 views
research good

Analyze quarterly sales data across 12 product categories, identify underperforming regions, and surface statistical trends with supporting evidence.

42.5 hrs/wk @ 10× 3 views
research poor

In-person physical examination of a fine art painting at an auction house to assess authenticity via brushstroke analysis, canvas age assessment, and patina inspection.

0 hrs/wk @ 10× 3 views
research poor

Diagnose the cause of suddenly worsened chronic fatigue via physical examination and hands-on assessment to rule out rare conditions

1.5 hrs/wk @ 10× 3 views
research good

Summarize competitive intelligence on 5 direct competitors, covering pricing models, feature sets, and recent product announcements

37.5 hrs/wk @ 10× 3 views
research good

Research and compile a comprehensive competitive analysis report covering 8 project management tools priced between $50–$200/month, including feature comparisons, pricing tiers, strengths/weaknesses, and positioning insights.

23 hrs/wk @ 10× 2 views
research good

Extract and organize key information from 30 academic papers on ML bias into a structured, cross-referenced knowledge base

46.5 hrs/wk @ 10× 2 views
research excellent

Analyze a CSV dataset of 10,000 customer support tickets to identify the top 10 most common issues and suggest resolution strategies

38.5 hrs/wk @ 10× 2 views
research good

Research and analyze pricing strategies used by premium fitness app competitors, then synthesize findings into actionable positioning recommendations for a new mobile workout subscription service.

35 hrs/wk @ 10× 2 views
research partial

Diagnose the cause of a grinding noise when turning left on a 1987 Toyota Camry and provide repair recommendations. Likely causes include worn CV joints, bad wheel bearings, brake issues, or steering components.

16 hrs/wk @ 10× 1 view
research good

Create a detailed meal plan with shopping list and macros for someone with celiac disease and nut allergies who wants to gain muscle

28.5 hrs/wk @ 10× 1 view