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Fan-out runarsbQHkH87wcompleteAI OverviewB2B software · accounting software

Best membership management software for nonprofits

Geminigemini-4-hydrogenOpenAIgpt-6.1-terra5 passes + 3 real-search158 queries26m ago
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Gemini unique queries
48
2 in ≥ half the passes · stability 25%
OpenAI unique queries
57
2 in ≥ half the passes · stability 24%
Overlap between models
41%
16 shared of 39 distinct sub-queries
Gemini real searches predicted
30%
7 of 23 matched the simulation
OpenAI real searches predicted
23%
7 of 30 matched the simulation
Cost of this run
$0.834
121,918 tokens · 55 web searches · on your keys

Side by side

The same idea worded differently counts as shared. Matching uses EmbeddingGemma 2 similarity.

33% of distinct sub-queries were generated by both models (semantic match ≥ 0.935 cosine, EmbeddingGemma 2).
Only Gemini Both Only OpenAI
Only Gemini5
nonprofit crm with membership portal
2xIMPLICITweb_articleGoogle ↗
features needed in nonprofit membership software
2xRELATEDchecklistGoogle ↗
wild apricot vs neon one for nonprofits
2xCOMPARATIVEcomparison_tableGoogle ↗
neon one membership management reviews
2xENTITY EXPANSIONreview_roundupGoogle ↗
nonprofit crm with membership management
2xREFORMULATIONbuyers_guideGoogle ↗
Both models4
top nonprofit membership management platforms ↗3x
best nonprofit membership management software ↗5x
nonprofit membership software pricing and discounts ↗3x
nonprofit membership software comparison features and pricing ↗3x
nonprofit membership software pricing and fees ↗2x
how to choose membership software for a nonprofit ↗2x
how to choose membership management software for a nonprofit ↗2x
how to choose membership management software for a nonprofit ↗2x
free vs paid membership software for small nonprofits ↗2x
membership management software for small nonprofits ↗2x
Only OpenAI3
nonprofit membership software comparison
2xCOMPARATIVEcomparison_tableGoogle ↗
free or low cost nonprofit membership management software
2xIMPLICITreview_roundupGoogle ↗
affordable membership management software for small nonprofits
2xPERSONALIZEDreview_roundupGoogle ↗

Fan-out diagram

Seed → topic clusters → sub-queries, per model.

SEED QUERY
Best membership management software for nonprofits
48 unique queries · 5 passes
best platforms and selection guide
7 queries · 15 hits
top nonprofit membership management platforms3xGoogle ↗
REFORMULATIONComparison
how to choose membership software for a nonprofit2xGoogle ↗
IMPLICITComparison
nonprofit crm with membership portal2xGoogle ↗
IMPLICITComparison
features needed in nonprofit membership software2xGoogle ↗
RELATEDComparison
how to choose membership management software for a nonprofit2xGoogle ↗
IMPLICITComparison
free vs paid membership software for small nonprofits2xGoogle ↗
COMPARATIVEComparison
nonprofit crm with membership management2xGoogle ↗
REFORMULATIONComparison
pricing and software comparisons
3 queries · 7 hits
nonprofit membership software pricing and discounts3xGoogle ↗
IMPLICITComparison
wild apricot vs neon one for nonprofits2xGoogle ↗
COMPARATIVEComparison
neon one membership management reviews2xGoogle ↗
ENTITY EXPANSIONReason

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

Gemini simulated (48)OpenAI simulated (57)Gemini real searches (23)OpenAI real searches (30)
Short factOther / navigational8%9%52%90%Comparison77%79%35%10%Consequence9%Reason13%11%4%DefinitionInstruction2%2%Yes / no

Classes come from the query-classifier (a local Laya model). 89 of 158 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

What the models actually searched

Each model answered the query with its own web search. These are the searches it ran, matched to the closest simulated query.

Gemini23 real searches · gemini-4-hydrogen30% predicted
best membership management software for nonprofits 2026 Google ↗
simulatedtop nonprofit membership software0.956
top nonprofit membership software Google ↗
simulatedtop nonprofit membership software1.000
top nonprofit membership software platforms Google ↗
simulatedtop nonprofit membership software0.985
top nonprofit membership management platforms 2026 Google ↗
simulatedtop nonprofit membership management platforms0.970
"Neon One" OR "Bloomerang" membership management pricing 2026 Google ↗
closestneon one membership management reviews0.917
"Neon One" "Bloomerang" "Glue Up" membership management nonprofit 2026 Google ↗
closestneon one membership management reviews0.901
CiviCRM nonprofit membership 2026 Google ↗
closestnonprofit crm with membership management0.921
Join It membership software pricing 2026 Google ↗
closestnonprofit membership management software pricing0.923
"WildApricot" OR "Wild Apricot" pricing features 2026 nonprofit Google ↗
simulatedwild apricot nonprofit pricing and features0.955
"Wild Apricot" "Join It" "Zeffy" membership software pricing 2026 Google ↗
closestwild apricot nonprofit pricing and features0.923
WildApricot pricing features 2026 Google ↗
closestwild apricot nonprofit pricing and features0.916
"Join It" OR "Springly" OR "Glue Up" nonprofit membership pricing 2026 Google ↗
closestnonprofit membership software pricing and plans0.910
best free or cheap membership management software nonprofits 2026 Google ↗
simulatedfree membership management software for nonprofits0.967
"Bloomerang" membership management pricing 2026 Google ↗
closestnonprofit membership management software pricing0.912
Neon One vs Bloomerang membership management 2026 Google ↗
closestneon one membership management reviews0.912
"CiviCRM" membership management nonprofits pros cons Google ↗
simulatednonprofit crm with membership management0.948
"Givebutter" membership management pricing 2026 Google ↗
closestnonprofit membership management software pricing0.924
Glue Up vs MemberClicks 2026 Google ↗
closestmemberclicks vs glue up nonprofit reviews0.920
"Join It" pricing 2026 Google ↗
closestnonprofit membership management software pricing0.866
Zeffy membership management nonprofit 2026 Google ↗
closestzeffy membership management features0.922
"Springly" pricing 2026 nonprofit Google ↗
closestwildapricot pricing for nonprofits0.912
"MembershipWorks" pricing features 2026 nonprofit Google ↗
closestnonprofit membership management software pricing0.920
"Zeffy" membership management features limitations 2026 Google ↗
closestzeffy membership management features0.931
  1. gradnet.io · vertexaisearch.cloud.google.com
  2. neonone.com · vertexaisearch.cloud.google.com
  3. bloomerang.com · vertexaisearch.cloud.google.com
  4. oease.net · vertexaisearch.cloud.google.com
  5. bloomerang.com · vertexaisearch.cloud.google.com
  6. coveyhq.com · vertexaisearch.cloud.google.com
  7. givebutter.com · vertexaisearch.cloud.google.com
  8. rfp.wiki · vertexaisearch.cloud.google.com
  9. axongarside.com · vertexaisearch.cloud.google.com
  10. socialloop.ai · vertexaisearch.cloud.google.com
  11. somiti.net · vertexaisearch.cloud.google.com
  12. circle.so · vertexaisearch.cloud.google.com
  13. getcommunal.com · vertexaisearch.cloud.google.com
  14. kannect.co · vertexaisearch.cloud.google.com
  15. parse.gl · vertexaisearch.cloud.google.com
  16. charityengine.net · vertexaisearch.cloud.google.com
  17. checkthat.ai · vertexaisearch.cloud.google.com
  18. i4a.com · vertexaisearch.cloud.google.com
  19. g2.com · vertexaisearch.cloud.google.com
  20. aitoolsbakery.com · vertexaisearch.cloud.google.com
  21. checkthat.ai · vertexaisearch.cloud.google.com
  22. charityengine.net · vertexaisearch.cloud.google.com
  23. softwr.com · vertexaisearch.cloud.google.com
  24. joinit.com · vertexaisearch.cloud.google.com
  25. joinit.com · vertexaisearch.cloud.google.com
  26. bloomerang.com · vertexaisearch.cloud.google.com
  27. pelcro.com · vertexaisearch.cloud.google.com
  28. bloomerang.com · vertexaisearch.cloud.google.com
  29. axongarside.com · vertexaisearch.cloud.google.com
  30. zeffy.com · vertexaisearch.cloud.google.com
  31. zeffy.com · vertexaisearch.cloud.google.com
  32. joinit.com · vertexaisearch.cloud.google.com
  33. zeffy.com · vertexaisearch.cloud.google.com
  34. capterra.com · vertexaisearch.cloud.google.com
  35. membershipworks.com · vertexaisearch.cloud.google.com
  36. membershipworks.com · vertexaisearch.cloud.google.com
  37. membershipworks.com · vertexaisearch.cloud.google.com
  38. membershipworks.com · vertexaisearch.cloud.google.com
  39. membershipworks.com · vertexaisearch.cloud.google.com
  40. membershipworks.com · vertexaisearch.cloud.google.com
  41. softwareadvice.com · vertexaisearch.cloud.google.com
  42. g2.com · vertexaisearch.cloud.google.com
  43. getapp.com · vertexaisearch.cloud.google.com
  44. coveyhq.com · vertexaisearch.cloud.google.com
  45. wildapricot.com · vertexaisearch.cloud.google.com
  46. wildapricot.com · vertexaisearch.cloud.google.com
  47. donewithember.com · vertexaisearch.cloud.google.com
  48. joinit.com · vertexaisearch.cloud.google.com
  49. rfp.wiki · vertexaisearch.cloud.google.com
  50. aitoolsbakery.com · vertexaisearch.cloud.google.com
OpenAI30 real searches · gpt-6.1-terra23% predicted
best nonprofit membership management software 2026 WildApricot Neon One pricing membership Google ↗
simulatedneon one nonprofit membership management software0.958
best nonprofit membership management software 2026 pricing WildApricot Neon One membership Google ↗
simulatedneon one nonprofit membership management software0.953
best nonprofit membership management software wild apricot neon one pricing membership 2026 Google ↗
simulatedneon one nonprofit membership management software0.953
site:wildapricot.com pricing membership management nonprofit 2026 Google ↗
closestwild apricot membership management software nonprofit review0.917
site:wildapricot.com pricing membership management contacts plans Google ↗
closestwild apricot vs memberplanet for nonprofit membership management0.915
nonprofit membership software pricing joinit memberplanet glue up 2026 Google ↗
closestnonprofit membership software pricing and fees0.928
site:neonone.com pricing neon crm membership nonprofit Google ↗
simulatedneon one nonprofit membership management software0.941
site:neonone.com nonprofit membership management pricing Google ↗
simulatednonprofit membership management software pricing and fees0.939
site:wildapricot.com pricing membership management software Google ↗
closestwild apricot membership management software nonprofit review0.934
site:neonone.com pricing membership nonprofit CRM Google ↗
simulatedneon one nonprofit membership management software0.941
site:zeffy.com pricing membership nonprofit 100% free optional tips Google ↗
closestfree nonprofit membership management software options0.901
site:zeffy.com membership management nonprofit pricing free Google ↗
closestfree nonprofit membership management software0.934
site:wildapricot.com/pricing 100 contacts 66 Google ↗
closestwild apricot vs memberclicks for nonprofits0.848
site:wildapricot.com pricing 100 contacts 66 membership 2026 Google ↗
closestwild apricot vs memberclicks nonprofit membership software0.878
site:wildapricot.com/pricing 66 100 contacts Google ↗
closestwild apricot vs memberclicks for nonprofits0.855
site:neonone.com neon crm pricing membership add-on 10 percent $99 Google ↗
closestneon one nonprofit membership management software0.898
site:neonone.com pricing neon crm membership add on 10% nonprofit Google ↗
closestneon one nonprofit membership management software0.929
site:neonone.com pricing neon CRM memberships 10% add on 99 Google ↗
closestneon one nonprofit membership management software0.895
site:zeffy.com membership management software nonprofit free member renewals Google ↗
simulatedfree nonprofit membership management software0.943
site:zeffy.com nonprofit membership management optional contributions free Google ↗
closestfree nonprofit membership management software options0.935
site:zeffy.com membership pricing optional contributions nonprofit Google ↗
closestnonprofit membership software pricing and fees0.916
site:membershipworks.com pricing membership software 50 members free wordpress Google ↗
closestmembershipworks nonprofit membership software features and pricing0.928
site:membershipworks.com pricing 50 members membership software Google ↗
closestmembershipworks nonprofit membership software features and pricing0.931
site:membershipworks.com pricing membership 50 free wordpress Google ↗
closestmembershipworks nonprofit membership software features and pricing0.911
site:membershipworks.com pricing plans $35 month 300 member 2026 Google ↗
closestmembershipworks nonprofit membership software features and pricing0.914
site:zeffy.com membership management 100% free tips renewal nonprofit Google ↗
closestfree nonprofit membership management software0.914
site:civicrm.org memberships open source wordpress nonprofit membership fees Google ↗
closestnonprofit membership software pricing and fees0.926
site:civicrm.org open source memberships pricing free nonprofit hosting Google ↗
closestfree nonprofit membership management software0.928
site:memberclicks.com association management software pricing memberclicks membership Google ↗
closestnonprofit membership management software pricing and fees0.927
site:memberclicks.com pricing association management software 2026 Google ↗
closestbest association management software for nonprofit member organizations0.914
  1. itechguides.com · itechguides.com
  2. i4a.com · i4a.com
  3. rankite.com · rankite.com
  4. getcommunal.com · getcommunal.com
  5. capterra.com · capterra.com
  6. agenbord.co · agenbord.co
  7. softwareadvice.com · softwareadvice.com
  8. getcommunal.com · getcommunal.com
  9. capterra.com · capterra.com
  10. thenonprofitguide.com · thenonprofitguide.com
  11. joinit.com · joinit.com
  12. neonone.com · neonone.com
  13. wildapricot.com · wildapricot.com
  14. memberclicks.com · memberclicks.com
  15. cdn.ymaws.com · cdn.ymaws.com
  16. wildapricot.com · wildapricot.com
  17. resources.wildapricot.com · resources.wildapricot.com
  18. pages.charityengine.net · pages.charityengine.net
  19. reddit.com · reddit.com
  20. reddit.com · reddit.com
  21. reddit.com · reddit.com
  22. reddit.com · reddit.com
  23. reddit.com · reddit.com
  24. reddit.com · reddit.com
  25. reddit.com · reddit.com
  26. reddit.com · reddit.com
  27. reddit.com · reddit.com
  28. reddit.com · reddit.com
  29. reddit.com · reddit.com
  30. reddit.com · reddit.com
  31. en.wikipedia.org · en.wikipedia.org
  32. techradar.com · techradar.com
  33. techradar.com · techradar.com
  34. techradar.com · techradar.com
  35. techradar.com · techradar.com
  36. wildapricot.com · wildapricot.com
  37. neonone.com · neonone.com
  38. neonone.com · neonone.com
  39. zeffy.com · zeffy.com
  40. neonone.com · neonone.com
  41. gethelp.wildapricot.com · gethelp.wildapricot.com
  42. neonone.com · neonone.com
  43. support.zeffy.com · support.zeffy.com
  44. neonone.com · neonone.com
  45. zeffy.com · zeffy.com
  46. membershipworks.com · membershipworks.com
  47. cdn.wildapricot.com · cdn.wildapricot.com
  48. civicrm.org · civicrm.org
  49. membershipworks.com · membershipworks.com
  50. civicrm.org · civicrm.org

Semantic map

Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.

Colour
best platforms and selection guidepricing and software comparisons
Hover a query to see its counterpart · click a topic to focus it · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +

Queries

48 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
top nonprofit membership management platforms
REFORMULATION
Google ↗
AI Mode ↗		The searcher wants a curated list of the leading software platforms designed for managing nonprofit memberships.Comparisonbuyers_guidebest platforms and selection guide3x
of 5
nonprofit membership software pricing and discounts
IMPLICIT
Google ↗
AI Mode ↗		The searcher wants to know the typical costs and whether vendors offer nonprofit discounts.Comparisonpricing_pagepricing and software comparisons3x
of 5
how to choose membership software for a nonprofit
IMPLICIT
Google ↗
AI Mode ↗		The user wants a framework or criteria for evaluating which membership platform best fits their organization.Comparisonhow_to_stepsbest platforms and selection guide2x
of 5
nonprofit crm with membership portal
IMPLICIT
Google ↗
AI Mode ↗		The searcher is looking for a donor CRM that also includes a self-service portal for members.Comparisonweb_articlebest platforms and selection guide2x
of 5
features needed in nonprofit membership software
RELATED
Google ↗
AI Mode ↗		The searcher wants to understand which capabilities, such as automated renewals or event registration, are essential.Comparisonchecklistbest platforms and selection guide2x
of 5
wild apricot vs neon one for nonprofits
COMPARATIVE
Google ↗
AI Mode ↗		The searcher wants a direct comparison between two leading nonprofit membership platforms.Comparisoncomparison_tablepricing and software comparisons2x
of 5
how to choose membership management software for a nonprofit
IMPLICIT
Google ↗
AI Mode ↗		The searcher wants a step-by-step framework for evaluating and selecting the right membership software.Comparisonhow_to_stepsbest platforms and selection guide2x
of 5
free vs paid membership software for small nonprofits
COMPARATIVE
Google ↗
AI Mode ↗		The searcher wants to weigh the trade-offs between free open-source tools and paid SaaS platforms.Comparisoncomparison_tablebest platforms and selection guide2x
of 5
neon one membership management reviews
ENTITY EXPANSION
Google ↗
AI Mode ↗		The searcher wants to read user experiences and ratings for Neon One's membership tools.Reasonreview_rounduppricing and software comparisons2x
of 5
nonprofit crm with membership management
REFORMULATION
Google ↗
AI Mode ↗		The user wants an all-in-one donor and member database rather than a standalone membership tool.Comparisonbuyers_guidebest platforms and selection guide2x
of 5
top nonprofit membership software
REFORMULATION
Google ↗
AI Mode ↗		The user wants a curated list of the highest-rated membership platforms tailored for nonprofit organizations.Comparisonbuyers_guidebest platforms and selection guide1x
of 5
top membership management platforms for nonprofit organizations
REFORMULATION
Google ↗
AI Mode ↗		The searcher wants a curated list of the highest-rated membership management platforms tailored to nonprofits.Comparisonreview_roundupbest platforms and selection guide1x
of 5
best association management software for 501c3
REFORMULATION
Google ↗
AI Mode ↗		The searcher is looking for membership tools specifically suited for registered 501c3 organizations.Comparisonreview_roundupbest platforms and selection guide1x
of 5
nonprofit membership management software pricing
RELATED
Google ↗
AI Mode ↗		The user wants to understand the typical costs and nonprofit discounts associated with membership software.Comparisonpricing_pagepricing and software comparisons1x
of 5
best association management software for nonprofits
REFORMULATION
Google ↗
AI Mode ↗		The searcher is looking for association management systems tailored to nonprofit organizations.Comparisonreview_roundupbest platforms and selection guide1x
of 5
membership management software for small nonprofits
PERSONALIZED
Google ↗
AI Mode ↗		The searcher wants software recommendations specifically suited for small nonprofits with limited budgets and staff.Comparisonbuyers_guidebest platforms and selection guide1x
of 5
nonprofit member database software reviews
REFORMULATION
Google ↗
AI Mode ↗		The searcher is looking for user and expert evaluations of software used to store and manage nonprofit member data.Reasonreview_roundupbest platforms and selection guide1x
of 5
nonprofit membership software pricing and plans
RELATED
Google ↗
AI Mode ↗		The searcher wants to understand the typical costs, tiers, and nonprofit discounts available for membership software.Comparisonpricing_pagepricing and software comparisons1x
of 5
wildapricot vs neon one for nonprofits
COMPARATIVE
Google ↗
AI Mode ↗		The searcher wants a direct comparison between two leading nonprofit membership software providers.Comparisoncomparison_tablepricing and software comparisons1x
of 5
essential features of nonprofit membership management tools
RELATED
Google ↗
AI Mode ↗		The searcher wants to know what capabilities (like event registration, dues collection, and email) they should look for.Comparisonbuyers_guidebest platforms and selection guide1x
of 5
wildapricot vs neon crm for nonprofits
COMPARATIVE
Google ↗
AI Mode ↗		The user wants a side-by-side comparison of two leading nonprofit membership platforms.Comparisoncomparison_tablepricing and software comparisons1x
of 5
how to manage nonprofit members and renewals
IMPLICIT
Google ↗
AI Mode ↗		The searcher wants to learn the workflow and best practices for tracking members and automating dues.Instructionhow_to_stepsbest platforms and selection guide1x
of 5
best membership software for small nonprofits
PERSONALIZED
Google ↗
AI Mode ↗		The user wants software recommendations specifically suited for smaller organizations with limited budgets and staff.Comparisonreview_roundupbest platforms and selection guide1x
of 5
best crm for tracking nonprofit donors and members
IMPLICIT
Google ↗
AI Mode ↗		The searcher wants a unified system that handles both membership management and donor fundraising.Comparisonweb_articlebest platforms and selection guide1x
of 5
zeffy membership management features
ENTITY EXPANSION
Google ↗
AI Mode ↗		The user wants to know if Zeffy, a popular free nonprofit platform, offers adequate membership management tools.Comparisonproduct_spec_sheetpricing and software comparisons1x
of 5
wildapricot nonprofit membership features
ENTITY EXPANSION
Google ↗
AI Mode ↗		The searcher wants detailed information about the specific capabilities of WildApricot for nonprofits.Other / navigationalproduct_spec_sheetpricing and software comparisons1x
of 5
membership management software ease of use for volunteers
IMPLICIT
Google ↗
AI Mode ↗		The searcher wants to know which platforms are intuitive enough for non-technical volunteers to manage.Comparisonforum/qnabest platforms and selection guide1x
of 5
free membership management software for nonprofits
RELATED
Google ↗
AI Mode ↗		The user wants to find zero-cost or open-source software options for managing nonprofit members.Other / navigationalweb_articlebest platforms and selection guide1x
of 5
wild apricot vs memberclicks for nonprofits
COMPARATIVE
Google ↗
AI Mode ↗		The searcher wants a side-by-side comparison of two popular nonprofit membership platforms.Comparisoncomparison_tablepricing and software comparisons1x
of 5
free vs paid nonprofit membership management software
COMPARATIVE
Google ↗
AI Mode ↗		The searcher wants to weigh the limitations of free tools against the benefits of paid membership platforms.Comparisoncomparison_tablebest platforms and selection guide1x
of 5
free or low cost membership software for 501c3
PERSONALIZED
Google ↗
AI Mode ↗		The searcher wants to find free or very affordable membership management tools for registered 501c3 organizations.Comparisonbuyers_guidepricing and software comparisons1x
of 5
wild apricot nonprofit pricing and features
ENTITY EXPANSION
Google ↗
AI Mode ↗		The searcher wants specific details about Wild Apricot's offerings for nonprofits.Reasonproduct_spec_sheetpricing and software comparisons1x
of 5
what features do nonprofits need in membership software
IMPLICIT
Google ↗
AI Mode ↗		The user wants a list of essential capabilities, such as event registration and automated renewals, to look for.Comparisonchecklistbest platforms and selection guide1x
of 5
wild apricot pricing and features for nonprofits
ENTITY EXPANSION
Google ↗
AI Mode ↗		The searcher wants specific details on Wild Apricot's capabilities and cost structure.Reasonproduct_spec_sheetpricing and software comparisons1x
of 5
wild apricot nonprofit membership features
ENTITY EXPANSION
Google ↗
AI Mode ↗		The searcher wants to see the specific capabilities of Wild Apricot for managing memberships.Other / navigationalproduct_spec_sheetpricing and software comparisons1x
of 5
memberclicks vs glue up nonprofit reviews
ENTITY EXPANSION
Google ↗
AI Mode ↗		The searcher wants to read reviews comparing MemberClicks and Glue Up for nonprofit use.Reasonreview_rounduppricing and software comparisons1x
of 5
best membership software for associations and chambers
PERSONALIZED
Google ↗
AI Mode ↗		The user wants software tailored to professional associations or chambers of commerce rather than charities.Comparisonreview_roundupbest platforms and selection guide1x
of 5
best member portal software for associations and nonprofits
REFORMULATION
Google ↗
AI Mode ↗		The searcher wants software recommendations that specifically excel at providing a member-facing portal.Comparisonweb_articlebest platforms and selection guide1x
of 5
memberclicks vs join it for associations
ENTITY EXPANSION
Google ↗
AI Mode ↗		The searcher wants to compare two other popular membership platforms often used by associations and nonprofits.Comparisoncomparison_tablepricing and software comparisons1x
of 5
best membership management software for small nonprofits
PERSONALIZED
Google ↗
AI Mode ↗		The searcher is looking for affordable, scalable software tailored to a small nonprofit organization.Comparisonbuyers_guidebest platforms and selection guide1x
of 5
nonprofit membership software reviews
RELATED
Google ↗
AI Mode ↗		The user wants to read candid feedback and experiences from other nonprofit professionals using these tools.Reasonforum/qnabest platforms and selection guide1x
of 5
best membership software for small volunteer nonprofits
PERSONALIZED
Google ↗
AI Mode ↗		The searcher is looking for easy-to-use software suited for a small organization run by volunteers.Comparisonbuyers_guidebest platforms and selection guide1x
of 5
best membership management software for small nonprofits on a budget
PERSONALIZED
Google ↗
AI Mode ↗		The searcher wants affordable, easy-to-use software recommendations tailored specifically for small organizations.Comparisonbuyers_guidebest platforms and selection guide1x
of 5
affordable membership management for startup nonprofits
PERSONALIZED
Google ↗
AI Mode ↗		The searcher wants budget-friendly recommendations from peers who have launched a new nonprofit.Comparisonforum/qnabest platforms and selection guide1x
of 5
wildapricot pricing for nonprofits
ENTITY EXPANSION
Google ↗
AI Mode ↗		The user wants to see the specific cost tiers for WildApricot based on their number of contacts.Comparisonpricing_pagepricing and software comparisons1x
of 5
membership software for nonprofits with event management
PERSONALIZED
Google ↗
AI Mode ↗		The searcher needs a membership platform that also handles event registration and ticketing.Comparisonweb_articlebest platforms and selection guide1x
of 5
membership software for large nonprofits with chapters
PERSONALIZED
Google ↗
AI Mode ↗		The searcher wants enterprise-grade software capable of managing complex, multi-chapter nonprofit hierarchies.Other / navigationalweb_articlebest platforms and selection guide1x
of 5
reddit best membership software for nonprofits
RELATED
Google ↗
AI Mode ↗		The searcher wants candid, peer-to-peer recommendations from other nonprofit professionals.Comparisonforum/qnabest platforms and selection guide1x
of 5

Tokens & cost

What this run used on your API keys, per model and step.

ModelWhatRequestsInput tokensOutput tokensWeb searchesEst. cost
gemini-4-hydrogenReal-search passes366913,5206,726 thinking25$0.452
gemini-4-hydrogenSimulated passes55,0859,8752,745 thinking—$0.082
gpt-6.1-terraReal-search passes380,1182,580795 thinking30$0.300
gpt-6.1-terraSimulated passes52,9356,806214 thinking——
gemini-3.5-flash-liteNaming clusters129139—$0.0002
Total1789,09832,82055$0.834+ unpriced

Billed to your own API keys. Estimated from the providers' list prices (checked 2026-11-12); output includes thinking tokens. Free tiers, caching and retries can make your bill differ. Google gives 5,000 grounded searches a month free across Gemini 3+ models. OpenAI bills the web search content it reads as input tokens.

Passes

Does another pass still surface new queries? A flattening curve means the fan-out has stabilised.

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GeminiOpenAIx = pass, y = cumulative unique queries
ModelPassTargetGeneratedSecondsTokens (in / out)Notes
gemini-4-hydrogen · real search1—726.1223 / 4,215 · 7 searches
gemini-4-hydrogen · real search2—1028.4223 / 4,572 · 10 searches
gemini-4-hydrogen · real search3—827.6223 / 4,733 · 8 searches
gemini-4-hydrogen112129.81,017 / 1,572
gemini-4-hydrogen2121210.21,017 / 2,061
gemini-4-hydrogen3121211.21,017 / 2,040
gemini-4-hydrogen4121211.21,017 / 2,018
gemini-4-hydrogen5121210.11,017 / 2,184
gpt-6.1-terra · real search1—1117.929,659 / 930 · 11 searches
gpt-6.1-terra · real search2—814.920,998 / 763 · 8 searches
gpt-6.1-terra · real search3—1120.629,461 / 887 · 11 searches
gpt-6.1-terra1141416.8587 / 1,378
gpt-6.1-terra2141416.5587 / 1,394
gpt-6.1-terra3131315.2587 / 1,268
gpt-6.1-terra4141416.4587 / 1,351
gpt-6.1-terra5141416.8587 / 1,415