Founder-reviewed decision brief (PDF)
Primary decision, best-supported opening, major risk and immediate priorities.
Decision-first · founder-reviewed
Competitive intelligence consulting.
Don’t react. Decide.
A rival cuts prices, launches a product or gains ground in Search and AI. Threat, or noise? Know what the evidence supports before you commit.
Founder-led consulting. Not an SEO or AI software subscription.
The paid Decision Brief gives you a clear recommendation, with the evidence, risks and conditions that would change it.
€0 · no payment · no package commitment
Qualify who matters. Five visible domains become three approved competitors.
THE PAID DECISION BRIEFFour possible paths. One clear recommendation.
FundAct where the case is strong
PrepareBuild what’s missing first
DeferWait for decisive evidence
IgnoreProtect focus and budget
From signals to decisions
A competitor's move is evidence—not an instruction.
The hard part is not finding more signals. It is deciding which one is strong enough to change budget, roadmap, pricing or direction. SERPIFAI checks who actually matters, separates what we know from what we assume, challenges the obvious answer and shows what should change now—or not yet.
01 · INPUTAI + competitive signals
AI outputsDashboardsSearch & contentCompetitor claimsMarket researchBuyer evidenceInternal evidenceAuthority signals
More signalsa reason to act
02 · TESTSERPIFAI evidence challenge
- 01QualifyWho actually matters?
- 02TraceWhat is observed, inferred or unresolved?
- 03CompareWhere is the credible opening?
- 04DecideWhat can the evidence support now?
Founder review before releaseAI accelerates discovery. The founder tests the sources, contradictions and limits before approving a customer-facing Decision Brief.
03 · RELEASEFounder-approved decision
The next stepWhat the evidence supports
The reasonsEvidence, risks and limits
The revisit pointWhat could change the recommendation
Not every signal earns action. The output is a bounded recommendation the team can inspect, challenge and hand off.
Use SERPIFAI when you are about to:
Enter, defend or deprioritise a marketReallocate meaningful budgetRespond to a competitor product, price or positioning moveReact to a Search or AI visibility shift
See the evidence system in detailOptional expert view of competitor qualification, evidence states and territory comparison.+
Inside the managed analysis
A structured evidence system supports every SERPIFAI brief
SERPIFAI’s internal evidence and decision-intelligence system qualifies relevant competitors, retains the evidence behind material findings, exposes uncertainty and compares opportunity territories around one commercial question.
The research retains source quality, competing explanations and uncertainty so the final recommendation can be inspected.
The illustrative views below use fictional Northbridge data. The public worked decision brief shows the reviewed customer-facing result.
QualifyTraceCompareDecide
Illustrative internal system views Fictional Northbridge data
Qualify the competitive set
Separate direct competitors, reduced-weight references, contextual domains and irrelevant visible sites before they influence the decision.
| Candidate | Competitor A — Direct London clinic |
|---|---|
| Buyer overlap | High |
| Service overlap | High |
| Market overlap | High |
| Classification | Approved |
| Rationale | Same buyer, service, market and consultation journey. |
Trace the evidence
Keep the source category, evidence state, limitation and decision impact visible behind each material conclusion.
| Evidence ID | E-03 |
|---|---|
| State | Inferred |
| Source | Commercial territory comparison |
| Date and market | June 2026 · London |
| Limitation | Quality and authority remain unknown. |
| Decision impact | Fund the consultation page and measurement foundation first; do not approve broader expansion yet. |
Compare investment territories
Compare commercial relevance, evidence strength, feasibility and competitive risk before recommending where to act—and where not to.
| Territory | Assessment |
|---|---|
| Dental implant consultation | Relevance HighFeasibility HighDefence ModerateEvidence StrongFund |
| Implant cost and financing | Relevance HighFeasibility MediumDefence ModerateEvidence IncompletePrepare |
| Broad cosmetic dentistry | Relevance Medium-to-highFeasibility LowDefence HighEvidence StrongDefer |
| General dental-health publishing | Relevance LowFeasibility MediumDefence HighEvidence StrongIgnore |
What the work delivers
A decision-ready brief, not another data dump.
Every output is designed to answer the agreed decision, preserve the evidence behind it and make the next action portable to the team.
Competitive opportunity landscape
Approved competitors, occupied territories, credible openings and areas to ignore.
Ranked action workbook
Ranked priorities with effort, timing and actions to avoid.
Evidence and limitations appendix
Sources, reasoning, confidence, contradictions and unresolved questions.
Decision Brief includes a founder-led walkthrough; other engagement interactions remain bounded by the accepted scope.Challenge and clarify the recommendation directly with the founder.
Inspect the work
See how evidence becomes a decision.
This illustrative sample shows the full decision structure without presenting invented client outcomes.
Recommended decisionFund one focused territory before broader expansion.
The current evidence supports a narrow move with clear commercial intent. Broader category growth should remain deferred until authority and implementation capacity improve.
- Decision priority
- Fund now
- Illustrative evidence confidence
- High
- Primary limitation
- No conversion history
Observed
Three approved competitors maintain dedicated commercial and supporting assets across the same decision journey.
InferredA focused page and support sequence is more attainable than broad category expansion.
UnresolvedCustomer conversion economics require first-party validation.
Platform or consultant?
Use software to monitor. Use SERPIFAI to resolve the decision.
Software gives your team ongoing signals. AI tools, agencies and internal analysts can help examine them. SERPIFAI is for the moment a specific decision still needs a defensible answer—what matters, what to do and what not to do.
- You need continuous monitoring and alerts
- Sales teams need battlecards and update feeds
- The team already knows which competitors matter
- Internal analysts can interpret the data
- The decision itself needs to be defined and bounded
- The competitors must matter to your buyers and business
- Evidence, inference and unresolved gaps must stay visible
- Leadership needs a clear recommendation and its limits
The work is designed for
Teams where the wrong competitive decision is expensive.
- B2B, SaaS, agency and high-value service businesses
- Teams preparing a significant market, positioning, search, content or authority investment
- Founders and growth leaders who need one defensible priority sequence
The engagement is not designed for
Monitoring software, bulk reporting, unlimited scope or guaranteed outcomes.
- Always-on competitor alerts or battlecard software
- Bulk keyword exports and automated audit reports
- Unlimited markets and competitors within one fee
- Guaranteed rankings, traffic, revenue or implementation
Choose the right level of support
Get the help this decision actually needs.
Three ways to answer the question in front of you. We match the scope to what you need to decide and the evidence needed to answer it. See current prices and commercial terms on the Services page.
Decision Check
Is this direction sufficiently justified to go further?
1 decision · 1 market · up to 3 core competitors
Use it when the question is narrow and you need a bounded Proceed / Investigate / Defer / Stop judgment before deeper work.
Check tests one narrow direction using Proceed / Investigate / Defer / Stop. The full Brief delivers the wider investment recommendation shown above. The free Scope Review helps determine which, if either, fits.Decision Brief
What should we do—and why?
1 evidence-backed recommendation · 1 primary market · up to 5 core competitors
A recommendation with its evidence and limits, ranked actions, conditions for revisiting the decision, and a founder walkthrough.
Inspect the Decision Brief output →Decision Activation
How do we turn the decision into a practical plan?
1 decision · up to 5 core competitors plus justified alternatives where needed
A 30/60/90-day action plan covering dependencies, budget exposure, priorities and measures of progress.
An action plan—not hands-on delivery. Implementation, project management and open-ended founder access are not included.
Scope Review determines whether this depth is sufficient.No automatic upsell. SERPIFAI recommends the smallest complete engagement capable of resolving the decision. Current public pricing and temporary commercial terms are maintained on Services; exact scope and commercial terms are confirmed before paid work begins.
Pero BaldjievFounder and principal reviewer, SERPIFAI
Competitive analysisSearch, SEO and AI visibility strategyNamed reviewerFounder review before releaseEvidence standardSources and limits made clear
Founder and principal reviewer
AI accelerates research. Evidence sets the limit.
SERPIFAI founder Pero Baldjiev reviews and approves each customer-facing Decision Brief before release. His experience spans competitive analysis, technical SEO, search strategy, information architecture and AEO/GEO.
Evidence first. No false certainty. Sources are challenged. Gaps stay visible. Every Decision Brief receives founder approval before release, even when the right recommendation is to wait.
“I review every brief myself. If the evidence is thin, I say so.”
— Pero Baldjiev
Which competitors matter
Identify the rivals your buyers actually compare—and the moves worth investigating.
Where buyers find answers
See how search results and AI answers shape visibility and buyer choices.
What the evidence supports
Separate facts from assumptions, explain the risks and show when to reconsider.
Selected frameworks
Verify before you buy
Inspect the method before you trust the recommendation.
SERPIFAI publishes the standards behind the work so buyers can inspect how claims, evidence, corrections and founder review are handled before choosing a service.
Trust centreSee the governance systemEditorial standards, corrections, accessibility, data handling and security.
Evidence standardSee how claims are controlledHow evidence, attribution, uncertainty and limitations are represented.
Review standardSee the release disciplineHow customer-facing and editorial work is reviewed before release.
Complete sampleInspect the output structureSee how a scoped question becomes evidence, limits and a recommendation.
Frequently asked questions
Straight answers before you choose a service.
What is competitive intelligence consulting?
Competitive intelligence consulting is structured decision support that identifies which competitors matter, evaluates the evidence and turns it into an actionable recommendation. SERPIFAI keeps sources, inference, contradiction, uncertainty and decision limits visible so the recommendation can be inspected.
What is the difference between competitor analysis and competitive intelligence?
Competitor analysis focuses on selected rivals. Competitive intelligence is the broader decision process: define the question, qualify the relevant competitors, evaluate evidence, interpret what matters and decide how to respond. SERPIFAI uses specialist competitor analysis inside that governed decision process.
Which SERPIFAI engagement should I choose?
You do not need to choose the engagement before you start. The free Scope Review tests fit and identifies the smallest sufficient path for the decision—Decision Check, Decision Brief or Decision Activation—if paid work is justified at all.
How much does SERPIFAI cost?
Current public pricing, temporary commercial terms and exact service definitions are maintained on the Services page. The Decision Scope Review is free, requires no payment or package commitment, and identifies the smallest sufficient paid engagement—if paid work is justified at all.
What exactly will I receive?
The output depends on engagement depth. Check provides a bounded validation brief and disposition. Brief provides the governed recommendation, competitor qualification, evidence and limitations, ranked action workbook, do-not-fund/defer register, reopening conditions and founder walkthrough. Activation adds dependencies, capital-at-risk, sequencing, measurement and 30/60/90 decision implementation architecture.
Should I use a competitive intelligence platform or SERPIFAI?
Use a platform when the main need is continuous monitoring, alerts, battlecards or data access. Use SERPIFAI when the harder problem is defining the decision, qualifying the competitive set, controlling the evidence and deciding what the evidence can justify changing.
What happens when the evidence is weak?
Weak, conflicting or missing evidence remains visible as inferred, contradictory or unresolved rather than being converted into false certainty. The recommendation is bounded by what the evidence can actually support.
Does Decision Activation include implementation?
No. Decision Activation includes 30/60/90 decision implementation architecture, dependencies, sequencing, measurement and action gates. It does not include embedded implementation delivery, project management, ongoing meetings or unlimited founder availability.
Can I inspect the work before engaging?
Yes. The Sample Decision Brief shows the deliverable structure and evidence logic, the Competitor Fit Challenge lets you test up to three proposed competitors, the Trust Centre explains governance, and the Research & Insights library documents the underlying methods.
Ways to work with SERPIFAI
Find the right starting point.
Start with your specific challenge. Compare services, deliverables and prices before deciding whether to proceed.
START HERE
Competitive Intelligence Services
Compare the specialist paths, engagement depth, outputs, fit boundaries and current pricing in one place.
Explore services → COMPETITOR SETCompetitor Analysis Services
Qualify who actually matters before competitor evidence drives the wrong comparison.
Explore competitor analysis → SEARCH + AISEO + AI Competitor Analysis
Interpret search, authority and answer-engine differences by the commercial decision they can support.
Explore Search + AI analysis → B2B SAASB2B SaaS Competitive Analysis
Connect buyer segment, substitution, pricing, packaging and product differences to roadmap and GTM consequences.
Explore SaaS analysis → FREE TOOLCompetitor Fit Challenge
Not sure a company belongs in the competitor set? Qualify up to three proposed competitors before deeper analysis.
Check my competitor set free → PROOFSample Decision Brief
Inspect the output, evidence states, limitations, recommendation and reopening logic before engaging.
See the sample brief →11 · After the decision
The direction is clear. Now keep the build from drifting.
SERPIFAI can implement selected Search, technical SEO and website changes after the direction is settled. If the proposed project is larger than the evidence justifies, we make it smaller before you commit.
Search + AI Implementation
Turn an approved Search or AI visibility direction into the smallest complete implementation that can materially move the outcome.
Technical Search Architecture
Fix crawl, indexation, rendering, internal linking, structured data or migration architecture when the site itself is the constraint.
Search-Led Website Redesign & Migration
Rebuild or migrate without treating search equity, buyer journeys and measurement as an afterthought.
Know what is being built, why it is being built and where the work stops—before you pay.Free Implementation Scope Review · exact project fee after written scope · no extra work without written approval.
Free competitor relevance checker
Does this company actually belong in your competitor set?
Discovery tools can surface candidates. The Competitor Fit Challenge pressure-tests up to three proposed companies against buyer, offer, market and decision evidence before you give it analytical weight.
Up to 3 competitorsRelationship FitEvidence ReadinessNo account required
Buyer relationshipWho is realistically making the same decision?
ObservedOffer substitutionCould the competing offer genuinely substitute?
InferredDecision relevanceWould this candidate materially change the decision?
UnresolvedBounded result: fit and evidence readiness stay separate until the record can support inclusion.
Research & Insights
Competitive intelligence research for decisions, not decoration.
Choose the right competitors, inspect the evidence chain and compare investment territories before committing more capital.
01 · COMPETITION
Choose the right competitors.
Qualify buyer, offer and market overlap before collecting the evidence.
02 · EVIDENCESeparate evidence from assumption.
Trace each material conclusion through source, interpretation, limitation and impact.
03 · INVESTMENTDecide what to fund next.
Compare relevance, support, defensibility, cost and measurement speed.
Free practical decision resource
Structure the next competitive investment before committing more capital
Approve the right competitors, audit the evidence, compare opportunity territories and set the next investment gate with a fillable toolkit and editable scorecard.
One direct next step
Don’t react. Decide.
Tell us what changed and the decision you face. We’ll tell you if it fits, needs one change, or is not a fit. Free. No payment. No package commitment.