Real ChatGPT answer + Gemini simulation · index seedAAxyIp95VS0completeAI OverviewMarketing and advertising · social media marketingcommercial
What are the top rated B2B lead generation agencies on LinkedIn that specialize in service based small businesses
ChatGPTgpt-6Geminigemini-3.5-flash-lite3 passes + 1 real-search38 queries10/30/2026
Download run
Gemini unique queries
36
0 in ≥ half the passes · stability 33%
ChatGPT real searches predicted
100%
2 of 2 matched the simulation
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
What are the top rated B2B lead generation agencies on LinkedIn that specialize in service based small businesses
36 unique queries · 3 passes
linkedin lead generation reviews
6 queries · 6 hits
best b2b lead generation agencies for linkedin service businesses1xGoogle ↗
REFORMULATION
top rated b2b linkedin lead gen companies1xGoogle ↗
RELATED
top rated b2b linkedin lead gen agency vs in house team1xGoogle ↗
COMPARATIVE
case studies b2b lead generation for service companies on linkedin1xGoogle ↗
RELATED
top b2b lead generation agencies client reviews and complaints1xGoogle ↗
REFORMULATION
top b2b lead generation services using linkedin sales navigator1xGoogle ↗
ENTITY EXPANSION
top rated agencies for small business
5 queries · 5 hits
best linkedin lead generation agencies for small service businesses1xGoogle ↗
REFORMULATION
top linkedin lead generation companies for small business1xGoogle ↗
REFORMULATION
linkedin lead generation companies for small business B2B1xGoogle ↗
REFORMULATION
linkedin lead generation agency case studies for small b2b1xGoogle ↗
RELATED
best b2b linkedin marketing agencies for startups and small teams1xGoogle ↗
REFORMULATION
agency versus freelancer comparison
5 queries · 5 hits
growth lead vs belkins linkedin lead generation agency comparison1xGoogle ↗
COMPARATIVE
outbound lead generation agency vs freelance linkedin expert for small business1xGoogle ↗
COMPARATIVE
revboss vs CIENCE vs belkins linkedin lead generation1xGoogle ↗
COMPARATIVE
inhouse vs agency linkedin lead generation for b2b service companies1xGoogle ↗
COMPARATIVE
linkedin lead generation services vs cold email agencies1xGoogle ↗
COMPARATIVE
outsourced prospecting for local busine…
5 queries · 5 hits
outsource linkedin prospecting for local service businesses1xGoogle ↗
PERSONALIZED
outsourced linkedin prospecting for local service companies1xGoogle ↗
PERSONALIZED
best linkedin outreach tools for small business self service1xGoogle ↗
RELATED
linkedin outreach agency ROI for small business1xGoogle ↗
RELATED
recommended linkedin marketing agencies for local service businesses1xGoogle ↗
PERSONALIZED
how to vet lead agencies
5 queries · 5 hits
what services do linkedin lead generation agencies offer1xGoogle ↗
RELATED
what to look for when hiring a linkedin lead generation company1xGoogle ↗
IMPLICIT
how to vet a linkedin lead generation agency1xGoogle ↗
RELATED
how to choose a linkedin lead generation agency1xGoogle ↗
IMPLICIT
linkedin lead generation agency red flags to avoid1xGoogle ↗
IMPLICIT
outbound sales for professional services
4 queries · 4 hits
top linkedin outreach agencies for consulting firms and agencies1xGoogle ↗
ENTITY EXPANSION
outbound sales agencies specializing in professional services1xGoogle ↗
ENTITY EXPANSION
top rated b2b outbound sales agencies specialized in professional services1xGoogle ↗
ENTITY EXPANSION
linkedin outreach agency services list and deliverables1xGoogle ↗
RELATED
b2b appointment setting services
3 queries · 3 hits
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence. 36 queries are still being classified.
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.
ChatGPT2 real searches · gpt-6100% predicted
top rated B2B lead generation agencies specializing in service-based small businesses LinkedIn reviews Google ↗
B2B lead generation agencies for small service businesses LinkedIn outbound appointment setting reviews Clutch Google ↗
- Cleverly · cleverly.co
- Lead Cookie · leadcookie.com
- RevBoss · revboss.com
- Abstrakt · abstraktmg.com
- Belkins · belkins.io
- Leadium · leadium.com
- Best LinkedIn outreach agencies for B2B services firms (2026) · outboundagencyindex.com
- Top Appointment Setting Services in the United States - Oct 2026 Rankings · clutch.co
- Top Lead Generation Agencies in the United States - Oct 2026 Rankings · clutch.co
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
SimulatedReal search
Hover a query to see its counterpart · click a topic to focus it · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
36 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best linkedin lead generation agencies for small service businesses REFORMULATION | Google ↗ AI Mode ↗ | The user wants a direct list of top-performing agencies tailored to service companies. | — | review_roundup | top rated agencies for small business | 1x of 3 | |
best b2b lead generation agencies for service businesses REFORMULATION | Google ↗ AI Mode ↗ | The user wants a streamlined list of top-tier lead generation agencies tailored specifically for service-oriented companies. | — | review_roundup | b2b appointment setting services | 1x of 3 | |
best b2b lead generation agencies for linkedin service businesses REFORMULATION | Google ↗ AI Mode ↗ | Find a concise list of top-performing LinkedIn lead gen agencies focused on service companies. | — | review_roundup | linkedin lead generation reviews | 1x of 3 | |
top rated b2b linkedin lead gen companies RELATED | Google ↗ AI Mode ↗ | The user is looking for industry-recognized leaders in B2B LinkedIn prospecting. | — | buyers_guide | linkedin lead generation reviews | 1x of 3 | |
top linkedin lead generation companies for small business REFORMULATION | Google ↗ AI Mode ↗ | Identify lead generation firms that specifically cater to smaller business budgets and needs on LinkedIn. | — | buyers_guide | top rated agencies for small business | 1x of 3 | |
linkedin lead generation companies for small business B2B REFORMULATION | Google ↗ AI Mode ↗ | The user seeks agencies that focus explicitly on LinkedIn as a channel for small B2B enterprises. | — | buyers_guide | top rated agencies for small business | 1x of 3 | |
how much do linkedin lead generation agencies charge for b2b services IMPLICIT | Google ↗ AI Mode ↗ | The user wants to understand the cost expectations and pricing models of hiring these agencies. | — | pricing_page | agency pricing and costs | 1x of 3 | |
how much do linkedin b2b lead generation agencies cost IMPLICIT | Google ↗ AI Mode ↗ | The user wants to understand the financial investment required to hire a LinkedIn lead gen agency. | — | pricing_page | agency pricing and costs | 1x of 3 | |
how much do b2b linkedin lead gen agencies cost IMPLICIT | Google ↗ AI Mode ↗ | Understand the pricing models and average costs associated with hiring a LinkedIn lead generation agency. | — | pricing_page | agency pricing and costs | 1x of 3 | |
growth lead vs belkins linkedin lead generation agency comparison COMPARATIVE | Google ↗ AI Mode ↗ | The user wants a side-by-side comparison of specific prominent agencies in the space. | — | comparison_table | agency versus freelancer comparison | 1x of 3 | |
top rated b2b linkedin lead gen agency vs in house team COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to weigh the pros and cons of outsourcing LinkedIn lead generation versus building an internal team. | — | comparison_table | linkedin lead generation reviews | 1x of 3 | |
outbound lead generation agency vs freelance linkedin expert for small business COMPARATIVE | Google ↗ AI Mode ↗ | Compare the pros and cons of hiring an agency versus a freelancer for LinkedIn outreach. | — | comparison_table | agency versus freelancer comparison | 1x of 3 | |
top linkedin outreach agencies for consulting firms and agencies ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user is looking for agencies specialized in professional service niches like consulting. | — | case_study | outbound sales for professional services | 1x of 3 | |
outbound sales agencies specializing in professional services ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user is looking to discover broader outbound sales providers that cater specifically to professional service niches. | — | web_article | outbound sales for professional services | 1x of 3 | |
top rated b2b outbound sales agencies specialized in professional services ENTITY EXPANSION | Google ↗ AI Mode ↗ | Discover agencies that specialize in professional service niches beyond just LinkedIn. | — | web_article | outbound sales for professional services | 1x of 3 | |
outsource linkedin prospecting for local service businesses PERSONALIZED | Google ↗ AI Mode ↗ | The user wants to find out if outsourcing LinkedIn outreach is viable for localized service operations. | — | web_article | outsourced prospecting for local busine… | 1x of 3 | |
outsourced linkedin prospecting for local service companies PERSONALIZED | Google ↗ AI Mode ↗ | The user wants to find agency services that can handle targeted local or regional outreach on LinkedIn. | — | case_study | outsourced prospecting for local busine… | 1x of 3 | |
revboss vs CIENCE vs belkins linkedin lead generation COMPARATIVE | Google ↗ AI Mode ↗ | Compare specific top-tier B2B lead generation agencies head-to-head. | — | comparison_table | agency versus freelancer comparison | 1x of 3 | |
linkedin lead generation agency case studies for small b2b RELATED | Google ↗ AI Mode ↗ | The user seeks concrete proof of ROI and success stories from hiring these agencies. | — | case_study | top rated agencies for small business | 1x of 3 | |
what services do linkedin lead generation agencies offer RELATED | Google ↗ AI Mode ↗ | The user wants a breakdown of typical deliverables included in a LinkedIn agency contract, such as copywriting and list building. | — | faq_page | how to vet lead agencies | 1x of 3 | |
best linkedin outreach tools for small business self service RELATED | Google ↗ AI Mode ↗ | Find software tools to handle LinkedIn lead generation in-house if agencies are too expensive. | — | review_roundup | outsourced prospecting for local busine… | 1x of 3 | |
what to look for when hiring a linkedin lead generation company IMPLICIT | Google ↗ AI Mode ↗ | The user wants a framework or checklist for vetting and selecting the right agency. | — | checklist | how to vet lead agencies | 1x of 3 | |
linkedin outreach agency ROI for small business RELATED | Google ↗ AI Mode ↗ | The user seeks data or estimates on the return on investment small businesses typically see from outsourced LinkedIn outreach. | — | pdf_whitepaper | outsourced prospecting for local busine… | 1x of 3 | |
case studies b2b lead generation for service companies on linkedin RELATED | Google ↗ AI Mode ↗ | View real-world examples and ROI metrics of LinkedIn lead gen campaigns for service businesses. | — | case_study | linkedin lead generation reviews | 1x of 3 | |
best b2b linkedin marketing agencies for startups and small teams REFORMULATION | Google ↗ AI Mode ↗ | The user is searching for agencies that cater to smaller operational footprints. | — | review_roundup | top rated agencies for small business | 1x of 3 | |
top b2b lead generation agencies client reviews and complaints REFORMULATION | Google ↗ AI Mode ↗ | The user wants unvarnished feedback and reviews on leading B2B lead generation agencies. | — | forum/qna | linkedin lead generation reviews | 1x of 3 | |
how to vet a linkedin lead generation agency RELATED | Google ↗ AI Mode ↗ | Learn the key questions to ask and red flags to watch out for when hiring a lead gen agency. | — | checklist | how to vet lead agencies | 1x of 3 | |
inhouse vs agency linkedin lead generation for b2b service companies COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to weigh the pros and cons of hiring an agency versus building an internal team. | — | buyers_guide | agency versus freelancer comparison | 1x of 3 | |
how to choose a linkedin lead generation agency IMPLICIT | Google ↗ AI Mode ↗ | The user needs a framework or checklist of criteria to evaluate and select the best agency. | — | checklist | how to vet lead agencies | 1x of 3 | |
what is b2b appointment setting agency service RELATED | Google ↗ AI Mode ↗ | Understand the exact scope of work and deliverables included in appointment setting services. | — | glossary/definition | b2b appointment setting services | 1x of 3 | |
top b2b lead generation services using linkedin sales navigator ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user is looking for agencies that specifically leverage LinkedIn Sales Navigator for outreach. | — | product_spec_sheet | linkedin lead generation reviews | 1x of 3 | |
linkedin lead generation services vs cold email agencies COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to compare the effectiveness of LinkedIn-focused lead generation versus cold email campaigns for service businesses. | — | comparison_table | agency versus freelancer comparison | 1x of 3 | |
recommended linkedin marketing agencies for local service businesses PERSONALIZED | Google ↗ AI Mode ↗ | Find agencies that understand local service marketing dynamics on LinkedIn. | — | buyers_guide | outsourced prospecting for local busine… | 1x of 3 | |
b2b appointment setting agencies for consultants and agencies ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user is looking for appointment-setting firms that specifically target consultants, agencies, and small service providers. | — | review_roundup | b2b appointment setting services | 1x of 3 | |
linkedin lead generation agency red flags to avoid IMPLICIT | Google ↗ AI Mode ↗ | Identify spammy practices or compliance risks associated with third-party LinkedIn automation agencies. | — | faq_page | how to vet lead agencies | 1x of 3 | |
linkedin outreach agency services list and deliverables RELATED | Google ↗ AI Mode ↗ | The user wants to know what standard deliverables and services are included in agency packages. | — | faq_page | outbound sales for professional services | 1x of 3 |
Passes
Does another pass still surface new queries? A flattening curve means the fan-out has stabilised.
Geminix = pass, y = cumulative unique queries
| Model | Pass | Target | Generated | Seconds | Tokens (in / out) | Notes |
|---|---|---|---|---|---|---|
| gemini-3.5-flash-lite | 1 | 12 | 12 | — | 915 / 1,506 | |
| gemini-3.5-flash-lite | 2 | 12 | 12 | — | 915 / 1,441 | |
| gemini-3.5-flash-lite | 3 | 12 | 12 | — | 915 / 1,443 |