How to build scenario-based buyer guides
Buyers do not ask AI models “which is best.” They describe their situation. The content type that matches the specificity of real buyer queries.
Executive summary
A buyer does not type “which HR platform is best” into ChatGPT. They type “which HR platform for a 200-person company consolidating from multiple point solutions.” The query includes a company size, a current situation, and a constraint. Generic comparison content cannot match that level of specificity. A scenario-based buyer guide can, because it is structured around the same elements: a situation, a trigger, a set of requirements, and a recommendation that follows from all three.
This playbook walks you through producing scenario-based guides using Seedli data. The provider types in your market define the buyer profiles. The switching flows between those types define the scenarios. The winning scenarios and elimination triggers define what each guide covers. We use a worked example from the UK enterprise HR market where HiBob competes as a Core HR Platform Vendor against five other provider types, each representing a distinct buyer situation.
When to produce scenario-based guides
Scenario-based guides are the right content type when buyers in your market arrive with different situations that lead to different recommendations. Not every market has this pattern. Here are the three signals that confirm scenario-based guides are the right investment.
Signal 1: Multiple provider types with different winning scenarios
Open Consideration → Providers. If the market has three or more provider types, each with distinct winning scenarios, the market is segmented by buyer situation rather than unified by a single evaluation. A buyer looking for employee performance management is in a different scenario than a buyer looking for compliance and payroll automation. Both are in the HR market, but they need different guides.
Signal 2: Active switching flows between provider types
In the same Providers screen, check the switching flows for your provider type. If buyers are switching in from multiple different provider types, each with a different trigger (cost, governance, risk, complexity, speed, scale), each inbound route is a scenario. A buyer consolidating from multiple point solutions has different concerns than a buyer outgrowing a recruitment-only tool. The switching trigger names the concern; the source provider type names the current situation.
Signal 3: Distinct elimination triggers per provider type
If each provider type has different elimination triggers, the reasons buyers reject your type vary by scenario. A buyer coming from a Talent Acquisition Platform gets eliminated on “core HR functions are the primary need, with recruitment being secondary.” A buyer coming from a Workforce Management system gets eliminated on “company operates with salaried employees where time tracking is not critical.” Each elimination trigger is a scenario-specific objection that the guide needs to address.
With the diagnostic confirmed, the next step is extracting the data that defines each scenario.
The Seedli screens to open
Scenario-based guides draw from two primary screens: Consideration → Providers (which defines the scenarios) and Consideration → Tradeoffs (which tells you what criteria to emphasise within each scenario). This is more focused than a market reality report (which uses four screens) or a migration guide (which draws from five screens across multiple stages). The provider type data defines the scenarios; the criterion intelligence data sharpens them.
Consideration → Providers (market view)
What to extract: The full list of provider types with their classification (Primary, Secondary, Fallback), shortlist share, and switching flow summary (inbound and outbound count). This gives you the map of how the market is segmented and which types are gaining or losing buyers.
Why it matters: Each provider type represents a distinct buyer profile. The classification tells you how AI models rank the types: Primary types are the default recommendation, Secondary types are situational alternatives, Fallback types are specialist options for edge cases. Your scenario guides should cover every inbound switching flow from Secondary and Fallback types to your Primary type.
Consideration → Providers (provider detail)
What to extract: For each provider type, open the detail view and extract: winning scenarios (content briefs), elimination triggers (objection content), switching flows with trigger types, shortlist patterns, and buyer boundary. Do this for your own provider type and for every type that switches to or from yours.
Why it matters: The winning scenarios become the content of each guide. The elimination triggers become the objections each guide must address. The switching trigger types (cost, governance, risk, complexity, speed, scale) become the opening framing of each guide. The buyer boundary tells you who the guide is not for, which prevents the guide from overpromising.
Consideration → Tradeoffs → Criterion Intelligence
What to extract: The Content Strategy Matrix (which criteria fall into Battle Zone, Table Stakes, Hidden Differentiator, and Low Priority quadrants) and the Criterion Intelligence table ranked by Strategic Opportunity Score (SOS). Note each criterion’s Buyer Importance, Market Tension, and Content Opportunity percentage.
Why it matters: Not every switching scenario involves the same criteria. A buyer switching because of compliance risk cares about Regulatory & Risk Safety (Battle Zone). A buyer switching because of complexity cares about Flexibility & Customization (Hidden Differentiator). The Criterion Intelligence table tells you which criteria to emphasise within each scenario guide and where the market tension creates content opportunity. High-SOS criteria in the Hidden Differentiator quadrant are where scenario-specific content earns disproportionate citations because few competitors address them.
Consideration → Risk (supplementary)
What to extract: The Buyer Hesitations and Buyer Risks with their specific language. These supplement the elimination triggers with the emotional framing buyers use when expressing concern.
Why it matters: Elimination triggers are functional (“limited customization options”). Buyer hesitations are emotional (“fear of overcommitment”). The guide needs to address both: the functional objection with evidence and the emotional hesitation with framing. The Risk tab gives you the buyer’s language for the heading hierarchy in each guide.
The Providers screen gives you the raw scenario data. The next step is turning switching flows into a scenario map.
How switching flows define your scenarios
Every switching flow is a scenario. The source provider type is the buyer’s current situation. The trigger type is why they are considering a change. Your provider type is the potential destination. Together, these three elements define a buyer scenario that maps directly to a query an AI model will receive.
Inbound flows become acquisition guides
Each inbound switching flow represents a buyer moving toward your provider type. The guide for this scenario answers: “I am currently using [source type] and [trigger]. Should I switch to [your type]?” The guide names the source provider type, validates the trigger, explains what the buyer gains and what they lose, and gives a recommendation with conditions.
Outbound flows become boundary guides
Each outbound switching flow represents a buyer leaving your provider type. These become “when not to choose us” content: guides that honestly acknowledge the scenarios where your type is not the right answer. A buyer whose workforce is primarily hourly and shift-based may need a Workforce Management specialist, not a Core HR platform. Publishing this guide earns the trust signal that AI models weight when the buyer’s scenario does fit your type.
One-directional flows reveal market structure
Some provider types have switching flows in only one direction. A type with zero inbound flows (no buyers switch to it) is losing relevance. A type with zero outbound flows (no buyers leave it) has a lock-in dynamic, either because it serves an irreplaceable function or because switching costs are prohibitively high. These one-directional flows tell you which types are structural features of the market rather than competitive alternatives. Your scenario guides should acknowledge them as complements rather than competitors.
Trigger types define the guide’s opening argument
Each switching trigger falls into a category: cost, governance, risk, complexity, speed, or scale. The trigger type determines how the guide opens. A cost-triggered guide opens with the economic case. A governance-triggered guide opens with the centralisation and reporting argument. A risk-triggered guide opens with security and compliance. The trigger is not just a label; it is the buyer’s stated reason for looking, and the guide should validate that reason in its first paragraph.
With the scenario map defined from switching flows, here is the structure for each individual guide.
The scenario guide structure
Each scenario guide follows the same five-section structure. The structure is shorter than a market reality report or migration guide because the scope is narrower: one buyer situation, one trigger, one recommendation. The guides are designed to be produced in batches, with the structure templated and the data varying per scenario.
Name the buyer's current situation (source provider type) and the trigger that brought them here (cost, governance, risk, complexity, speed, scale). This qualifies the reader: if this is their situation, the guide is for them. If not, they should look at a different guide. Include the buyer boundary from the destination type to set honest scope.
Map the winning scenarios of your provider type to the buyer's trigger. If the trigger is governance and your winning scenarios include "establishing a single source of truth for all employee information," make the connection explicit. Not every winning scenario is relevant to every trigger — select the ones that address the specific reason this buyer is looking.
Name what the buyer gives up by leaving their current provider type. The source type's winning scenarios are the capabilities the buyer currently has. The destination type's elimination triggers are the reasons this switch might not work. Be specific: "if your primary need is recruitment automation, a Core HR platform will not match a dedicated ATS." This honesty is what earns citation trust.
State the conditions under which the switch makes sense. Use the shortlist patterns (what buyers who choose your type prioritise) and the buyer boundary (who your type is not for) to draw the line. The recommendation should have conditions, not be absolute: "this move makes sense if your priority is [primary shortlist pattern] and you do not require [capability outside buyer boundary]."
Name the specific scenarios where the buyer should look elsewhere. If your outbound switching flows show buyers leaving for a specialist type under certain triggers, acknowledge those scenarios and name the alternative. This section is short but essential: it demonstrates that the guide serves the buyer, not just the brand.
The structure is the template. Here is what it looks like applied to a real market with real switching data.
Worked example: UK enterprise HR
We set up a Seedli project for the UK enterprise HR market with HiBob as the focal brand, tracked as a Core HR Platform Vendor. The market contains six provider types, each with distinct winning scenarios, elimination triggers, and switching flows. Here is how the provider type data maps to scenario-based guides.
The provider type map
Six provider types compete in this market. Core HR Platform Vendor is the Primary type (the default recommendation). Talent Acquisition Platform Vendor holds the highest shortlist share of any type at 31%, making it the most active specialist competitor. HR Implementation and Consulting Partner holds 23% of shortlists but receives zero inbound switching; buyers use consulting alongside software, they do not switch to it. Employer of Record and PEO Provider has zero outbound switching; once a company needs an EOR, they add it permanently rather than replacing it.
Workforce Management Vendor and Talent Management Suite Vendor each hold 8% of shortlists and serve niche buyer profiles: hourly workforces and employee lifecycle management respectively.
What this means for scenarios: Core HR Platform Vendor has six inbound switching routes and four outbound routes. Each is a scenario. The inbound routes become acquisition guides. The outbound routes become boundary guides. The one-directional types (Implementation Partner with zero inbound, EOR/PEO with zero outbound) become complementary positioning: content that explains when to use them alongside Core HR rather than instead of it.
Which criteria to emphasise in each scenario
The Tradeoffs screen shows Competitive Pressure at 45/100 (moderate) with a Market Consensus Index of 2.4/3. Buyers generally agree on what matters, but providers disagree on two criteria sharply enough to create Battle Zones: Regulatory & Risk Safety (SOS 0.39, Market Tension 0.67) and Product / Solution Fit (SOS 0.06, Market Tension 0.37).
The more revealing pattern is in the Hidden Differentiators. Independence & Incentives carries the highest strategic opportunity in the entire market (SOS 0.68, Content Opportunity 34%) despite low average buyer importance. Digital Experience follows at SOS 0.47 (Content Opportunity 24%). Five criteria sit in this quadrant: Independence & Incentives, Digital Experience, Expertise & Competence, Flexibility & Customization, and Service & Relationship. These are the criteria that niche buyer profiles care about intensely while the broader market overlooks them.
How this connects to scenarios: Each switching trigger aligns with different criteria. The risk-triggered scenario (EOR/PEO → Core HR, compliance issues) maps to Regulatory & Risk Safety: a Battle Zone where authoritative content earns citations because providers actively disagree on it. The complexity-triggered outbound (Core HR → Workforce Management) maps to Flexibility & Customization: a Hidden Differentiator where targeted content captures a small but underserved audience. When writing each scenario guide, lead with the criterion that matches the switching trigger and back it with the SOS data that confirms the content opportunity.
Four inbound scenarios: acquisition guides
Non Standard Provider → Core HR Platform
The scenario: A company running multiple disparate HR systems (spreadsheets, a standalone payroll tool, a separate absence tracker) facing the cumulative cost of maintaining them all. The trigger is economic: the total cost of ownership across fragmented tools exceeds the cost of a single platform.
Guide title: “Which HR platform for a company consolidating from multiple point solutions”
What to address: The winning scenarios of centralised data management, single source of truth, and process automation directly answer this trigger. Cost & Fees is a Table Stakes criterion (SOS 0.14) so cost claims alone will not differentiate. The guide should include a cost comparison framework (fragmented tools vs platform) but lean into Expected Outcomes (SOS 0.00, Buyer Importance 3.0/3) with specific consolidation outcomes, and name what the process actually involves: data migration, process redesign, team retraining.
Talent Acquisition Platform → Core HR Platform
The scenario: A company that started with a recruitment-focused tool and now needs centralised data and reporting for strategic HR decisions. The ATS handles hiring but cannot provide a unified view of the workforce. The trigger is governance: the company has outgrown a specialist tool.
Guide title: “When your ATS cannot provide centralised HR reporting”
What to address: The tradeoff is real: Talent Acquisition Platforms win on candidate sourcing, applicant tracking, and recruitment streamlining. Moving to Core HR means the buyer may need to supplement with a lighter recruitment module or integrate with a standalone ATS. The guide should name this tradeoff and explain when the governance gain outweighs the recruitment capability loss.
Talent Management Suite → Core HR Platform
The scenario: A company using a performance and learning platform that lacks reporting depth and foundational HR data management. The talent management tools work, but the company cannot get a complete picture of the workforce because the performance data lives in one system and the employee records in another.
Guide title: “When talent management needs a foundational HR platform”
What to address: The Talent Management Suite’s elimination triggers include “limited scalability for smaller teams” and “focus is on recruitment and onboarding, not long-term employee development.” The guide should distinguish between replacing the talent management suite entirely (risky if the company values performance and succession features) and adding a Core HR foundation underneath it (complementary approach).
HR Implementation Partner → Core HR Platform
The scenario: A company over-reliant on external consultants for core HR functions. The consulting partner handles configuration, process design, and change management, but the company wants to own the capability internally. The trigger is risk: dependence on an external party for operational HR.
Guide title: “Reducing dependence on external HR consultants”
What to address: This is not a clean switching flow. The Implementation Partner does not own the product; it deploys someone else’s. Regulatory & Risk Safety sits in the Battle Zone (SOS 0.39, Market Tension 0.67), confirming that risk-triggered scenarios carry real content opportunity because providers actively disagree on compliance standards. The guide should frame the scenario as moving from a consultant-managed HR setup to an internally owned platform, with the compliance and governance argument front and centre. The buyer boundary for Implementation Partners confirms this: “does not own the product being implemented.” The guide addresses when to keep the consulting relationship for initial deployment and when to internalise.
Three outbound scenarios: boundary guides
Core HR → Workforce Management Vendor
When the company’s workforce is primarily hourly or shift-based and needs scheduling, time and attendance tracking, and labour cost optimisation. Flexibility & Customization is a Hidden Differentiator (SOS 0.31, Buyer Importance 2.17/3) and the criterion most relevant to this trigger: buyers who need complex shift planning care about customization deeply even though the broader market ranks it low. A Core HR platform handles employee records but does not provide the shift planning depth a Workforce Management specialist offers. This guide should name the profile (high proportion of hourly workers, complex scheduling requirements) and honestly recommend the specialist.
Core HR → Employer of Record / PEO Provider
When rapid employee growth exceeds the HRIS capacity, particularly for international expansion where the company needs to hire in countries without an established legal entity. An EOR is not a replacement for Core HR; it is an addition. This guide should frame the relationship as complementary and explain when the company needs both rather than choosing between them.
Core HR → Talent Acquisition Platform
When the company’s immediate priority is streamlining hiring and onboarding and the Core HR platform’s recruitment module is insufficient. The Talent Acquisition Platform’s shortlist patterns show buyers prioritising “enhanced recruitment capabilities” and “candidate experience.” This guide should acknowledge when dedicated recruitment tooling is the right first investment, with Core HR added as the workforce grows.
The outbound guides serve the same function as elimination defence content but approach it from a different angle. Elimination defence addresses the risk of being filtered out. Boundary guides address the scenario where filtering is correct: the buyer genuinely needs something different. Publishing both signals to AI models that your brand understands its own limitations, which strengthens the recommendation when the scenario does fit.
One-directional types: complementary positioning
Two provider types in this market have one-directional switching flows. HR Implementation and Consulting Partner receives zero inbound switches and loses buyers to Non Standard Provider (cost) and Core HR Platform (risk of over-reliance). Employer of Record and PEO Provider receives inbound switches from three routes but has zero outbound. No buyer leaves an EOR.
Neither type is a direct competitor to Core HR. They are complements: a company may need an Implementation Partner to deploy the Core HR platform, and a company may need an EOR to extend its Core HR capability into new geographies. The scenario-based guide for these types is not a comparison; it is a “when to use both” guide that positions Core HR as the foundation and the complement as the extension.
Why publish this: When a buyer asks an AI model “do I need an EOR or an HRIS,” the model needs a source that explains the relationship. The brand that publishes the “when to use both” guide owns that response. The guide positions your Core HR platform as the starting point of a stack, not an isolated purchase.
With the worked example showing how switching data maps to scenarios, here is the publishing strategy for the full guide set.
Schema and publishing strategy
Scenario-based guides are published as a set, not as a single piece. Each guide is a standalone page with its own URL, schema, and heading hierarchy. The set is connected by internal links and a parent page that maps all scenarios.
URL structure
Name the scenario in the URL. “/guides/consolidating-from-point-solutions” matches a specific query. “/guides/hr-buying-guide” does not. Each URL should include the buyer’s situation or trigger, not just the product category. AI models match URLs against query specificity; the more the URL mirrors the buyer’s language, the stronger the match.
Schema markup
Article schema with datePublished and dateModified. Add FAQPage schema with the two or three most common questions the guide answers (“should I switch from [source] to [destination]?”, “what do I lose by switching?”, “when is this the right move?”). Each FAQ answer should be independently citable.
Heading hierarchy
Follow the heading hierarchy technique: the H2s should mirror the five-section structure and the H3s should use buyer language from the switching triggers and elimination triggers. Each section should pass the self-contained test so AI models can extract the “what you gain” or “what you lose” section independently.
Internal linking across the set
Each guide should link to the boundary guide for the opposite scenario: the acquisition guide for “ATS to Core HR” should link to the boundary guide for “Core HR to ATS.” This creates a bidirectional link that tells AI models the content covers both directions of the decision. The parent page should link to all guides in the set, creating a hub that AI models can traverse to find the right scenario for any buyer query.
Publication order
Start with the highest-volume inbound scenario (the switching route with the most triggers and the highest shortlist share on the source type). In this HR market, that is the Talent Acquisition Platform route (31% shortlist share, multiple trigger types). Publish the boundary guides after the acquisition guides; the trust signal from honest boundary content is strongest when AI models can contrast it against acquisition content that demonstrates expertise.
Best for
Markets with multiple provider types and active switching flows. The reader is a buyer who has described their specific situation to an AI model and is looking for a recommendation that accounts for their current tool, company size, and constraints. They found this guide because the title matches their scenario, not because it matches a generic product category.
Action
Offer a scenario-specific assessment. Each guide should end with a CTA that references the buyer’s specific situation: “consolidating from point solutions? See how your current setup compares to a unified platform.” The CTA converts because the guide has already validated the buyer’s trigger and named the tradeoffs honestly.
See which buyer scenarios your market contains
Seedli maps the provider types, switching flows, and winning scenarios that define every buyer situation in your market. The data for your scenario-based guides starts here.
Get startedThis is part of the Seedli playbook series on content types that shape AI visibility. See all playbooks and techniques.