Intent Labeler

best running shoes

serp · 7 results · 2 measured · language en · 2026-09-30 09:13:22 +00:00

The SERP is dominated by a need for categorization, as 'best' varies by use-case (trail vs. road, beginner vs. pro). Users are seeking both authoritative expert reviews and peer-to-peer advice from forums like Reddit and Quora to validate brand claims.

Find best overall running shoesdominant intent · covers 29% of results
comparison list with category-based winnersform that answers it
forum threadmost common page type
withheldgenre the SERP expects
n/areference length: insufficient_sample (n=1)

Same results, seven models

Only the model changes: the search results, pages and traffic are identical. You are viewing google/gemma-4-31b-it. Original run.

ModelIntentsDominant intentFormShareUnplaced
openai/gpt-6-luna6Compare top running shoesEditorial best-of roundup with category-based recommendations29%-
deepseek/deepseek-v4.1-flash6General best running shoe listcurated ranked editorial list with short verdicts33%-
nvidia/nemotron-3.5-lightning4find top rated running shoesarticle list33%1
google/gemma-4-26b-a4b-it3Get community gear adviceforum threads and social media discussions43%-
google/gemma-4-31b-it4Find best overall running shoescomparison list with category-based winners29%-
qwen/qwen3.8-flash3Select shoes for specific needsspecialized buying guide or forum advice43%-
xiaomi/mimo-v2.6-flash4Community recommendations for beginners and budgetsforum thread with peer replies43%-

Warnings

Search demand

DataForSEO Labs. Seasonality index = best calendar month / worst, averaged over the last three years; above 2 is clearly seasonal.

60,500searches per month
1.23CPC (USD)
28keyword difficulty
1.42seasonality index (peak Mar, low Oct)
-24%last 12 months vs the 12 before
055,000110,0002023Sep 2023: 60,500Oct 2023: 60,500Nov 2023: 74,000Dec 2023: 74,0002024Jan 2024: 74,000Feb 2024: 90,500Mar 2024: 110,000Apr 2024: 90,500May 2024: 90,500Jun 2024: 90,500Jul 2024: 110,000Aug 2024: 90,500Sep 2024: 74,000Oct 2024: 74,000Nov 2024: 74,000Dec 2024: 74,0002025Jan 2025: 74,000Feb 2025: 60,500Mar 2025: 90,500Apr 2025: 74,000May 2025: 74,000Jun 2025: 60,500Jul 2025: 60,500Aug 2025: 60,500Sep 2025: 60,500Oct 2025: 49,500Nov 2025: 60,500Dec 2025: 49,5002026Jan 2026: 49,500Feb 2026: 40,500Mar 2026: 60,500Apr 2026: 60,500May 2026: 60,500Jun 2026: 49,500Jul 2026: 49,500Aug 2026: 60,500

Share of results per intent

Share: a result serving two intents counts half to each, so shares add up to 100%. Coverage (in the table below) counts every page that addresses the intent.

Find best overall running shoes: 29% (2 of 7 results)Find best overall running shoes29%Get recommendations for beginners: 29% (2 of 7 results)Get recommendations for beginners29%Evaluate specific shoe brands: 29% (2 of 7 results)Evaluate specific shoe brands29%Learn how to choose running shoes: 14% (1 of 7 results)Learn how to choose running shoes14%

Share of traffic per intent

Estimated traffic (etv) of the results; 1 of 7 results have a known estimate, the rest are left out, not counted as zero.

Find best overall running shoes: 100% (2 of 7 results)Find best overall running shoes100%Get recommendations for beginners: 0% (2 of 7 results)Get recommendations for beginners0%Evaluate specific shoe brands: 0% (2 of 7 results)Evaluate specific shoe brands0%Learn how to choose running shoes: 0% (1 of 7 results)Learn how to choose running shoes0%

Which result serves which intent

Find best overall run…Get recommendations f…Evaluate specific sho…Learn how to choose r…The 15 Best Running Shoes of 2026. #runningshoes ...#1 www.youtube.com#1 www.youtube.com → Find best overall running shoesBest Running Shoes | Puma Slovakia#2 eu.puma.com#2 eu.puma.com → Evaluate specific shoe brandswhat's the best brand of training and running shoes can you ...#3 www.facebook.com#3 www.facebook.com → Evaluate specific shoe brandsWhat is the best daily running shoes below 10k#4 www.reddit.com#4 www.reddit.com → Get recommendations for beginnersThe Best Trail Running Shoes of 2026#5 www.reviewed.com#5 www.reviewed.com → Find best overall running shoesWhat are some good shoes or trainers for someone starting ...#6 www.quora.com#6 www.quora.com → Get recommendations for beginnersHow to determine best shoes for running#7 rokslide.com#7 rokslide.com → Learn how to choose running shoes

Length of pages per intent

Dots are pages, the dark tick is the median. Thin and unfetched pages are left out.

05001,0001,5002,0002,500Find best overall running shoeswww.reviewed.com: 671 wordsmedian 671 words (n=1)Get recommendations for beginnersEvaluate specific shoe brandseu.puma.com: 2,681 wordsmedian 2,681 words (n=1)Learn how to choose running shoes

Intents

IntentFormCoverageShareTrafficRanksMedian wordsSearcher goal
Find best overall running shoescomparison list with category-based winners29%29%100%1, 5671The searcher wants a curated list of the highest-rated running shoes across various categories to make a purchase decision.
Get recommendations for beginnerscommunity advice or beginner-friendly guide29%29%0%4, 6-A new runner is looking for accessible, entry-level shoe advice without needing professional-grade gear.
Evaluate specific shoe brandsbrand-specific product showcase29%29%0%2, 32681The searcher wants to know which brands are reliable or how a specific brand's lineup performs.
Learn how to choose running shoeseducational guide or checklist14%14%0%7-The searcher is looking for the criteria and logic used to select the right shoe for their specific foot and running style.

Content form on the pages

Share of measured pages per intent that contain each element, counted from HTML.

Intenttablenumbered listlistimagesformpages
Find best overall running shoes0%0%100%100%100%1
Evaluate specific shoe brands100%100%100%100%0%1

Page types

Page typeResultsRanks
forum thread3 (43%)3, 4, 7
short-form video1 (14%)1
brand category page1 (14%)2
expert review article1 (14%)5
Q&A page1 (14%)6

Heading themes

Topics the pages cover - what a complete answer is expected to address. Not an outline.

ThemeResultsRanks
Category-specific recommendations (Daily, Trail, Stability)3 (43%)1, 2, 5
Brand-specific technology (e.g., PUMA NITRO)1 (14%)2
Selection criteria (drop, cushion, weight)1 (14%)7

Recommended elements

UseAvoid

Reader questions

Brands and AI Overview

Brands in the results: Nike, ASICS, Hoka, Puma, Brooks, adidas, Under Armour, Mizuno, Topo Athletic

AI Overview: present. The AI overview identifies that 'best' is subjective and depends on the user's specific needs (mileage, stability/neutral, budget), suggesting the SERP should provide segmented recommendations (Daily Trainer, Beginners, Max Cushion, Stability, Speed).

All results

#PageIntentsWordsContent formTrafficFetch
1The 15 Best Running Shoes of 2026. #runningshoes ...
www.youtube.com
Find best overall running shoes26--thin
2Best Running Shoes | Puma Slovakia
eu.puma.com
Evaluate specific shoe brands2681table 2 · numbered list 2 · list 1 · images 9-ok
3what's the best brand of training and running shoes can you ...
www.facebook.com
Evaluate specific shoe brands---thin
4What is the best daily running shoes below 10k
www.reddit.com
Get recommendations for beginners---thin
5The Best Trail Running Shoes of 2026
www.reviewed.com
Find best overall running shoes671list 26 · images 15 · form 21ok
6What are some good shoes or trainers for someone starting ...
www.quora.com
Get recommendations for beginners---error: HTTPError (Forbidden)
7How to determine best shoes for running
rokslide.com
Learn how to choose running shoes---error: HTTPError (Forbidden)

Generated by intent-labeler. The model only groups results; every number is computed by code.