Answer Capsule
Siege Media is a good — but not unanimous — fit for buyers seeking GEO Audit Companies. Two of the seven platforms in this study named Siege Media during the ranking stage, giving it a 28.6% share of included platform responses, an average listed rank of 5.0, and a best listed rank of 3. Its strongest reason to consider it is an integrated model that links prompt-level citation mapping and LLM share-of-voice benchmarking to original research, bottom-funnel content, digital PR, and third-party authority building. The main limitation is that the audit is not sold as a transparent, fixed-fee, standalone product: pricing is proposal-based, a substantial minimum commitment is likely, and no public guarantee of citation or recommendation outcomes was identified.
Research Snapshot
| Field | Finding |
|---|---|
| Platform mentions in ranking stage | 2 of 7 included platforms (google, grok) |
| Share of included platform responses | 28.6% |
| Average listed rank | 5.0 |
| Best listed rank | 3 |
| Relevant product/model/plan | Full-Service GEO Strategy & Audit, centered on content-driven GEO with original research |
| Overall use-case fit | Good (platform fit ratings ranged from strong to mixed) |
| Research date | 2026-09-18 |
Why Siege Media Qualified for This Study
Questions This Section Answers
- Is Siege Media a good choice for GEO Audit Companies, or should a buyer look at a specialist audit provider?
- How many AI platforms named Siege Media for GEO Audit Companies, and at what rank?
Siege Media qualified because it was named during ranking discovery by two of the seven included platforms — google and grok — which placed it at ranks 7 and 3 respectively. That produced a 28.6% share of included platform responses, an average listed rank of 5.0, and a best listed rank of 3. It did not clear the study's minimum-mention threshold of two mentions by a wide margin, so its inclusion is real but narrow.
The company also qualified on substance rather than name recognition alone. Siege Media publishes a dedicated GEO service page describing prompt-level citation mapping, LLM share-of-voice benchmarking, original research, bottom-funnel content, digital PR, affiliate partnerships, Reddit presence, freshness work, monthly reporting, and a six-month-plus horizon [1]. Its content marketing page describes integrated strategy, content, design, development, SEO, GEO, PR, and analytics [2].
Independent directories corroborate the positioning at a high level. Clutch lists GEO as a listed focus area alongside a $5,000+ minimum project size and a $100–$149 average hourly rate [3]. A UK agency ranking credited Siege Media for "the specificity of their documented GEO results, the rigour of their proprietary technology, and a decade-plus track record in the content and authority work that underpins durable AI search" [4].
Buyers comparing this profile against the wider field can review the full GEO Audit Companies index before shortlisting.
The Product, Model, Plan, or Service Most Relevant to GEO Audit Companies
Questions This Section Answers
- What exactly does Siege Media's Full-Service GEO Strategy & Audit include for a buyer who needs prompt-level citation mapping?
- Is Siege Media's GEO audit available as a standalone product, or is it bundled with a content retainer?
The relevant offer is the Full-Service GEO Strategy & Audit, described across platforms as content-driven GEO with original research. Every platform in this study that named a product named some version of this same service, which is the clearest point of agreement in the dataset.
Siege Media's own GEO page describes the process as including prompt-level citation mapping, identifying the third-party surfaces models quote, baseline LLM share-of-voice benchmarking, a freshness audit, market analysis, and a 12-month roadmap tying assets to prompts and revenue outcomes [5]. A separate Siege page describes a three-step multi-vote audit process covering prompt audit, third-party citations, and descriptor language [8].
The proprietary tooling attached to the service is BlueprintIQ, described as auditing content against live ChatGPT, Gemini, and Perplexity results and identifying topical and entity gaps that LLMs prioritize [9]. BlueprintIQ is described as analyzing an entire addressable market using relevancy-adjusted keyword difficulty, topic discovery, content gap analysis, and a website freshness scorecard [10]. A companion system, DataFlywheel, is described as refreshing 20–60+ pieces of content per quarter [12].
Critically, BlueprintIQ is reported to be included for all Siege Media retainer clients at no extra cost rather than sold as a standalone subscription [13]. One platform explicitly flagged that it is unclear whether the Full-Service GEO Strategy & Audit can be purchased without an ongoing content, PR, or distribution retainer [5].
What the AI Platforms Agreed About
Questions This Section Answers
- What do AI platforms agree Siege Media does well for GEO audit buyers?
- Does Siege Media cover first-party content, third-party authority, and citation architecture in one engagement?
Agreement was strong on capability and mixed on packaging. Six of the seven platforms supplied citations to Siege Media's own GEO service page, and the recurring themes were consistent: original research, citation mapping, share-of-voice benchmarking, digital PR, and third-party authority.
On first-party content, platforms agreed Siege Media runs a content-led GEO program using original research, data journalism, bottom-funnel content, comparison assets, and pricing content designed to be cited by AI systems [14]. A Siege study of 120 posts reported an 83% lift in traffic value when content includes original data [16], and Siege states that LLMs reference research and news almost 30% of the time [17].
On third-party authority, platforms agreed the stated program includes digital PR, publisher outreach, affiliate partnerships, and Reddit presence intended to place the brand on surfaces language models cite [14]. Siege states its link sources average a Domain Rating of DR 40+, and DR 50+ in some technology spaces [19].
On citation architecture and competitor visibility, platforms agreed the published process includes prompt-level citation mapping and baseline LLM share-of-voice benchmarking [14]. Siege research studying 1,000 bottom-of-funnel terms reported that Reddit appears in 62% of high-intent AI citations, that X vs Y comparison pages are the winning format, and that 80%+ of citations come from third-party sources [22].
On practical GEO priorities, platforms agreed Siege presents an execution-oriented sequence covering audits, original research, BOFU content, PR, partnerships, Reddit, refreshes, and monthly reporting [14]. Siege frames GEO as amplifying rather than replacing SEO, arguing that LLMs use retrieval-augmented generation from the live web, so SERP visibility is a prerequisite for citation [23].
Where the AI Platforms Disagreed or Were Uncertain
Questions This Section Answers
- Why did some AI platforms rate Siege Media as only a mixed fit for GEO audit buyers?
- Is there independent proof that Siege Media's GEO audits produce citation or recommendation gains?
Fit ratings diverged sharply. Anthropic and google rated Siege Media a strong fit; openai, grok, and perplexity rated it good; deepseek and kimi rated it mixed. That spread is the single most important signal in this review, and it tracks almost entirely to how each platform weighed audit packaging and independent evidence rather than capability.
The packaging dispute is unresolved. Siege Media's SEO page states the company generally believes in ongoing consulting over one-off audits because audits "tend to wind up dusty and unutilized," while noting it sometimes creates High-Impact SEO Audits for clients needing a second opinion without long-term commitment [26]. One platform concluded that whether Siege sells a distinct, productized GEO audit versus GEO advisory inside broader content retainers is not resolvable from the sources reviewed [29].
The evidence dispute is also unresolved. One platform searched for independent third-party validation of Siege Media GEO audit outcomes and did not locate it in that research pass [30]. Another stated that no independent performance data on AI-citation or AI-visibility lift attributable to Siege Media was located [29]. A third noted that the official GEO page makes broad performance and process claims, but independent validation of citation share, recommendation share, and revenue attribution is limited in the reviewed sources [31].
Pricing conflicts were flagged rather than reconciled. Siege publishes an $8,000-per-month content marketing minimum [32], while Clutch reports a $5,000+ minimum project size and $100–$149 hourly rate [33]. One platform noted these may describe different engagement types and are not directly comparable [34]. Independent reporting estimates digital PR at $12,000–$15,000 per month, but Siege's official site does not publish that GEO-specific price [35]. One directory-style source claims a $1,500 to $5,000 monthly retainer and a free AI Visibility Audit, which Siege Media does not confirm in the supplied sources [36].
Two further uncertainties matter to buyers. First, it is unclear whether BlueprintIQ and DataFlywheel can be purchased standalone or are bundled only with service engagements [37]. Second, one platform noted a potential conflict of interest: an agency selling content and link execution may emphasize the levers it monetizes over tooling-first audit rigor [29].
Use-Case-Specific Features and Capabilities
Questions This Section Answers
- Does Siege Media's GEO audit cover source gaps, prompt opportunities, and competitor visibility, or only content production?
- Which AI platforms does Siege Media's BlueprintIQ audit against?
Against the seven evaluation criteria in this study, Siege Media showed advantages on most factors and unclear results on two.
| Criterion | Assessment | What the evidence shows |
|---|---|---|
| First-party content | Advantage | Content-led GEO using original research, data journalism, BOFU content, comparison and pricing assets |
| Third-party authority | Advantage | Digital PR, publisher outreach, affiliate partnerships, Reddit presence |
| Citation architecture | Unclear | Prompt-level citation mapping and share-of-voice measurement are described, but audit methodology, data sources, model coverage, and sample deliverables are not fully disclosed |
| Competitor visibility | Advantage | Baseline LLM share-of-voice benchmarking, prompt-level analysis, roadmap linking assets to prompts and revenue |
| Source gaps | Unclear | GEO is framed around authority, relevance, freshness, and placement, but no standardized source-gap taxonomy or reporting format is published |
| Prompt opportunities | Advantage | Prompt-level citation mapping and a roadmap tying planned assets to prompts and revenue outcomes |
| Practical GEO priorities | Advantage | Foundation, activation, and compounding sequence covering audits, research, BOFU content, PR, partnerships, Reddit, refreshes, and monthly reporting |
BlueprintIQ is described as auditing content against live ChatGPT, Gemini, and Perplexity results [39]. One platform described the service as targeting editorial, Reddit, owned content, and AI surfaces that quote third-party sources [40]. Siege's affiliate GEO guidance describes mapping high-influence URLs, auditing placements, comparing competitors' affiliate pages, and identifying missing source URLs [42].
Two capability gaps were flagged. One platform found no public evidence that Siege Media delivers specific technical GEO implementations — schema markup recommendations, llms.txt files, robots.txt AI crawler optimization, or structured data validation — as standalone audit deliverables [43]. Another found no public evidence of prompt-level visibility testing across AI engines in the way dedicated audit vendors describe it [43]. These are absence-of-evidence findings, not proof the work is unavailable.
Pricing, Fees, Contracts, and Ongoing Costs
Questions This Section Answers
- How much does Siege Media cost per month for a GEO audit engagement, and is there a setup fee?
- What contract term and cancellation terms apply to Siege Media's GEO work?
Pricing is primarily proposal-based, and no platform located a published GEO-specific price. The clearest published figure is Siege's own content marketing minimum of $8,000 per month, using monthly content units rather than per-article pricing [46]. Siege states that content marketing engagements generally use a 12-month contract with a 30-day out clause [48].
Third-party figures conflict and should be treated as indicative only. Clutch lists a $5,000+ minimum project size and a $100–$149 average hourly rate [49]. One platform reported hourly rates varying between $100–$149 and $150–$199 across third-party directories [50]. Independent reporting estimates digital PR retainers at $12,000–$15,000 per month [51]. Reported total client investments range from $60,000 to over $2.5 million [53]. One platform noted variation in reported out-clause terms, with some sources citing 30 days and others 60 days on standard 12-month contracts [52].
No public, GEO-specific schedule was found for media spend, affiliate commissions, partnership fees, software or measurement fees, paid distribution, or implementation costs [54]. Independent public reporting summarizes the absence of publicly stated refund or replacement terms and the lack of published placement guarantees, and recommends verifying commercial terms in a proposal or contract [55].
Pricing confidence was rated moderate by three platforms and low by three others. The practical implication is that budget planning requires a direct quote, and the GEO-specific contract, cancellation mechanics, renewal terms, notice requirements, and minimum commitment should all be confirmed in writing.
Best Suited For
Questions This Section Answers
- Who gets the most value from Siege Media's GEO audit and content program?
- What budget level does a buyer need before Siege Media makes sense for GEO audits?
Siege Media is best suited to midmarket and enterprise companies that want one vendor to handle GEO strategy and execution together. Platforms converged on three buyer profiles.
First, companies with an established product, a meaningful content budget, and at least a six-month GEO horizon [56]. Second, brands needing original research, bottom-funnel comparison or pricing content, digital PR, and third-party citation acquisition [56]. Third, enterprise and midmarket companies that want strategy and execution handled by one agency rather than coordinated across vendors [56].
Platforms also named specific verticals: mid-market and enterprise SaaS, fintech, e-commerce, and health brands with $8K+ monthly content and SEO budgets [58]. Brands competing for LLM citations and AI Overviews visibility that need original research, citation architecture design, and content freshness audits were also named [59].
A documented example is Zapier, described as a mature brand needing to stay ahead as AI search reshaped the landscape [61]. Siege reports the Zapier case study produced a $7.2M increase in traffic value, 47.2K citations in AI Overviews, and 96% visibility in LLMs [62]. These figures are company-published and were not independently verified in the reviewed sources.
Probably Not Best Suited For
Questions This Section Answers
- Who should not choose Siege Media for GEO Audit Companies?
- Is Siege Media a poor fit for a buyer who needs a cheap, one-time GEO audit?
Siege Media is probably not the right choice for buyers whose primary need is a fast, cheap, or standalone diagnostic. Platforms were consistent on this point even when they disagreed on overall fit.
Small companies needing a low-cost one-time audit are a poor match [63]. Buyers requiring guaranteed citations, guaranteed recommendation placement, or short-term results are also a poor match, because no public guarantee of citation or recommendation outcomes was identified [63]. Teams that only need technical GEO diagnostics or a software dashboard rather than managed services should look elsewhere [63].
One platform stated that Siege Media explicitly discourages the one-time audit use case [65]. Another noted the agency states it will only take clients with 400%+ ROI potential and may decline audits for less lucrative verticals or competitive categories [66]. Buyers needing platform-specific workstreams — for example ChatGPT-only or Perplexity-only strategies — were also flagged as a mismatch, since Siege takes an integrated approach rather than dedicated per-engine optimization [66].
Budget is the hard filter. Buyers with total marketing budgets under $5,000 per month were identified as better served by a boutique or lower-cost agency [67]. Buyers needing transparent published pricing or fixed-scope audit-only pricing were flagged as a mismatch by multiple platforms [68].
When Another Option May Be Better
Questions This Section Answers
- What is a better alternative to Siege Media for a buyer who needs a fixed-price GEO audit under $1,000?
- When should a buyer choose a GEO monitoring platform instead of Siege Media?
Several alternatives were named for specific buyer situations, and they cluster into three groups.
For fixed-price, self-serve audits, platforms named GEORaiser ($97–$999), GeoAudit Lab ($99–$249), and GEO.solutions ($99–$290), with SEORade.ai's GEO Diagnostic at $149 [70]. These vendors publish tiered pricing and, in some cases, scored reports with prioritized fix lists ranked by impact versus effort [74]. One platform framed the contrast bluntly: dedicated audit providers deliver diagnostics at roughly 1–2% of the expected cost of a full-service retainer [75].
For buyers who mainly need repeatable prompt monitoring and model-by-model visibility tracking with internal execution, a specialist GEO software or measurement platform is the better fit [76]. For a one-time diagnostic rather than content production and digital PR, a technical SEO or AI-search consultant is the better fit [76]. For buyers who need paid media, brand campaigns, or creative design in the same vendor stack, a broader digital agency is required because Siege does not handle paid advertising [77].
For buyers who need a highly technical SEO audit focused on crawl, indexation, structured data, or site architecture rather than content-led GEO, another vendor is the better fit [78]. For buyers who need stronger independent proof of GEO results before purchase, another vendor is also the better fit [78].
Questions to Verify Before Buying
Questions This Section Answers
- What should a buyer confirm with Siege Media before signing a GEO audit contract?
- How should a buyer verify Siege Media's GEO measurement methodology and data ownership terms?
These questions come directly from the platform research and should be answered in writing before signing.
- Is there a standalone GEO audit option, and what exact deliverables are included [79]?
- Which AI platforms, models, regions, languages, and prompt categories are monitored [79]?
- How many prompts and competitor brands are included in the baseline and recurring measurement [79]?
- How are citations, brand recommendations, sentiment, position, and source authority defined and calculated [79]?
- Will the buyer receive the complete source-gap map, prompt inventory, competitor comparison, and prioritized implementation backlog [79]?
- Are original research, digital PR, affiliate partnerships, Reddit work, and content refreshes included in the quoted scope or priced separately [79]?
- What minimum term, notice period, renewal terms, payment schedule, and out-clause apply to the GEO engagement [79]?
- Are any citation, coverage, recommendation, reporting, or revenue outcomes guaranteed [79]?
- Who owns the research, content, datasets, creative assets, outreach lists, accounts, and reporting data after termination [79]?
- Can the buyer approve target publications, partners, Reddit activity, and other third-party placements before outreach or publication [79]?
- Will BlueprintIQ reports and live tracking remain accessible if the engagement ends, or does dashboard access terminate [80]?
- What is the exact contract notice period — 30 days or 60 days — in the proposed contract [81]?
- Does the 400%+ ROI hurdle apply to GEO-only audits, or only to full-service programs [82]?
- Are there references from recent GEO audit plus implementation engagements in 2025–2026, or are most case studies older SEO and content projects [82]?
Final AI Consensus Verdict
Siege Media is a good, but not unequivocally strong, fit for GEO Audit Companies. Two of seven included platforms named it during ranking discovery, at ranks 7 and 3, producing a 28.6% share of included platform responses and an average listed rank of 5.0. Platform fit ratings ranged from strong (anthropic, google) to good (openai, grok, perplexity) to mixed (deepseek, kimi), and that spread reflects genuine disagreement about audit packaging and independent evidence rather than about capability.
The strongest differentiator is an integrated model linking prompt and citation analysis to original research, BOFU content, digital PR, third-party authority, and ongoing reporting [83]. The main buyer risks are proposal-based pricing, a likely substantial minimum commitment, limited public detail on audit deliverables and measurement methodology, and no publicly verified guarantees for citation or recommendation outcomes [83].
It should be shortlisted by midmarket and enterprise companies seeking managed GEO strategy plus execution. It should be compared against a specialized measurement platform or independent GEO auditor when the need is a transparent standalone audit. Buyers exploring the broader vendor landscape can start with the ai search audits market intelligence directory.
How This Review Was Produced
This review was produced from a single research run dated 2026-09-18 covering seven AI platforms: openai, anthropic, google, grok, perplexity, kimi, and deepseek. Each platform was asked which GEO audit companies it would recommend and why, and each returned a fit assessment, pricing and terms findings, use-case findings against seven evaluation criteria, limitations, and questions to verify before buying.
Siege Media was named during ranking discovery by two of the seven included platforms, google and grok, at ranks 7 and 3. All seven platforms evaluated fit, but platform_mentions counts only platforms that named the entity during ranking discovery. Fit ratings were strong for anthropic and google, good for openai, grok, and perplexity, and mixed for deepseek and kimi.
Citations in this review are platform-reported evidence, not independently verified facts. Company-owned citations materially outnumber independent citations in the supplied research, so company claims are labeled as such and should not be read as independently verified. No personal testing, customer experience, or independent verification was performed for this review.
Methodology Limitations
Several limitations constrain how much weight this review can carry.
Platform-reported research dates differ from the authoritative run date. Deepseek's research date is 2026-01-15, while the run research date is 2026-09-18. Platform-reported dates are provenance metadata and do not independently prove freshness.
The supplied URLs were collected from platform responses and were not independently validated by the writer stage. A source URL is not proof that a claim was verified.
Company-owned citations materially outnumber independent citations in the supplied research. Siege Media's own pages supply most of the detail on audit process, tooling, and outcomes, and those claims were not independently confirmed.
Conflicting product names, pricing, and capabilities were not resolved by guessing. The $8,000-per-month content marketing minimum, the $5,000+ Clutch minimum project size, the $100–$149 hourly rate, and the $12,000–$15,000 digital PR estimate may describe different engagement types and are not directly comparable. Buyers should verify all commercial terms in a proposal or contract.
One platform ran without search enabled, so its findings rest on model knowledge rather than retrieved evidence and require explicit verification before being treated as current facts.
No independent performance data on AI-citation or AI-visibility lift attributable to Siege Media was located in the reviewed sources. Absence of independent evidence is a limitation, not proof of poor performance.
Sources
Company-Owned Sources
- GEO Audit - GEO.solutions: https://generativeengineoptimization.solutions/geo-audit/
- GEO Audit Services - GeoAudit Lab: https://geoauditlab.com/
- GEO Audit - GEORaiser: https://georaiser.com/geo-audit
- GEO Audit Services - GEORaiser: https://georaiser.com/services
- Fix My GEO - SEO Grade: https://seograde.ai/fix-my-geo
- Siege Media — Home / Services: https://www.siegemedia.com/
- BlueprintIQ - Siege Media: https://www.siegemedia.com/blueprint-iq
- Generative Engine Optimization: The Definitive Guide to AI SEO: https://www.siegemedia.com/geo-book
- How To Control What LLMs Say About Your Brand in Three Steps: https://www.siegemedia.com/seo/llm-brand-visibility
- Content Marketing Services — $148M in Client Traffic Value: https://www.siegemedia.com/services/content-marketing
- Generative Engine Optimization (GEO) Services: https://www.siegemedia.com/services/geo
- SaaS GEO Agency - $148M in Client Traffic Value: https://www.siegemedia.com/services/saas-geo-agency
- SEO Consulting Services - $90M+ in Client Growth - Siege Media: https://www.siegemedia.com/services/seo
- Affiliate Partnerships and GEO: How It Impacts AI Visibility: https://www.siegemedia.com/strategy/affiliate-program-geo-channel
- The 15 Best AI SEO Tools To Boost Your Organic Traffic in 2026: https://www.siegemedia.com/strategy/best-ai-seo-tools
- 12 Top E-Commerce GEO/AEO Agencies for AI Visibility in 2026: https://www.siegemedia.com/strategy/best-ecommerce-geo-agencies
- Generative Engine Optimization (GEO): What It Is + How to Do It: https://www.siegemedia.com/strategy/generative-engine-optimization
- Why Every Brand Should Prioritize a Content Audit: https://www.siegemedia.com/strategy/modern-content-audit-guide
Additional AI research evidence85 records
- AI research evidence record openai:siege_geo_services
- AI research evidence record openai:siege_content_services
- AI research evidence record openai:clutch_siege
- AI research evidence record anthropic:4-1
- AI research evidence record openai:siege_geo_services
- AI research evidence record perplexity:c1
- AI research evidence record grok:5
- AI research evidence record grok:1
- AI research evidence record anthropic:4-3
- AI research evidence record anthropic:3-15
- AI research evidence record anthropic:11-18
- AI research evidence record anthropic:6-2
- AI research evidence record google:1.2.9
- AI research evidence record openai:siege_geo_services
- AI research evidence record openai:siege_content_services
- AI research evidence record anthropic:3-7
- AI research evidence record anthropic:3-8
- AI research evidence record anthropic:11-4
- AI research evidence record anthropic:23-6
- AI research evidence record anthropic:23-7
- AI research evidence record perplexity:c1
- AI research evidence record anthropic:34-6
- AI research evidence record anthropic:10-5
- AI research evidence record anthropic:10-6
- AI research evidence record anthropic:10-7
- AI research evidence record anthropic:2-5
- AI research evidence record anthropic:2-8
- AI research evidence record perplexity:c2
- AI research evidence record deepseek:c2
- AI research evidence record deepseek:c3
- AI research evidence record openai:siege_geo_services
- AI research evidence record anthropic:23-1
- AI research evidence record openai:clutch_siege
- AI research evidence record openai:siege_independent_terms
- AI research evidence record anthropic:22-1
- AI research evidence record perplexity:c11
- AI research evidence record anthropic:6-2
- AI research evidence record google:1.2.9
- AI research evidence record anthropic:4-3
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c5
- AI research evidence record perplexity:c3
- AI research evidence record kimi:siege_media_geo
- AI research evidence record kimi:geosolutions_audit
- AI research evidence record kimi:seograde_geo
- AI research evidence record openai:siege_content_services
- AI research evidence record anthropic:23-1
- AI research evidence record anthropic:23-2
- AI research evidence record openai:clutch_siege
- AI research evidence record google:1.2.3
- AI research evidence record anthropic:22-1
- AI research evidence record google:1.2.5
- AI research evidence record anthropic:1-10
- AI research evidence record openai:siege_geo_services
- AI research evidence record openai:siege_independent_terms
- AI research evidence record openai:siege_geo_services
- AI research evidence record anthropic:11-4
- AI research evidence record anthropic:1-3
- AI research evidence record anthropic:4-3
- AI research evidence record anthropic:15-6
- AI research evidence record anthropic:8-3
- AI research evidence record anthropic:8-6
- AI research evidence record openai:siege_geo_services
- AI research evidence record openai:siege_independent_terms
- AI research evidence record anthropic:2-5
- AI research evidence record anthropic:1-3
- AI research evidence record google:1.2.5
- AI research evidence record perplexity:c1
- AI research evidence record kimi:siege_media_geo
- AI research evidence record kimi:georaiser_audit
- AI research evidence record kimi:geoaudit_lab
- AI research evidence record kimi:geosolutions_audit
- AI research evidence record kimi:seograde_geo
- AI research evidence record kimi:georaiser_services
- AI research evidence record kimi:siege_media_geo
- AI research evidence record openai:siege_geo_services
- AI research evidence record anthropic:1-3
- AI research evidence record perplexity:c1
- AI research evidence record openai:siege_geo_services
- AI research evidence record google:1.2.9
- AI research evidence record google:1.2.5
- AI research evidence record anthropic:1-3
- AI research evidence record openai:siege_geo_services
- AI research evidence record anthropic:11-4
- AI research evidence record openai:siege_independent_terms
Independent Sources
- Siege Media Reviews, Pricing, Services & Verified Ratings: https://clutch.co/profile/siege-media
- Siege Media Reviews (48), Pricing, Services & Verified Ratings: https://clutch.co/profile/siege-media?page=4#review-122721
- Siege Media Reviews (48), Pricing, Services & Verified Ratings: https://clutch.co/profile/siege-media?page=5#review-254672
- Siege Media Pricing in 2026: Real Costs, Minimums & What You Get: https://mentionagent.ai/blog/siege-media-pricing/
- Siege Media Review 2026: Content, SEO & Digital PR Verdict: https://mentionagent.ai/blog/siege-media-review/
- 6 best generative engine optimization (GEO) agencies for B2B to grow AI visibility in 2026: https://revvgrowth.com/blog/best-generative-engine-optimization-geo-agencies
- SEO Audit Services: The 8 Best Agencies for 2026: https://revvgrowth.com/blog/seo-audit-services
- Siege Media Review 2026: Pricing, Features, Pros & Cons - SalesHive: https://saleshive.com/agencies/siege-media/
- Siege Media Review 2026: Pricing, Features, Pros & Cons | SalesHive: https://saleshive.com/vendors/siege-media
- Siege Media is a Community Partner: What is Siege? | The SEO Community: https://theseocommunity.com/partner-with-us/community-partners/siege-media
- Siege Media Reviews | View Portfolios | DesignRush: https://www.designrush.com/agency/profile/siege-media
- Comparing Siege Media, Go Fish Digital & First Page Sage: Strengths, Weaknesses, and the GEO Market Vacuum - GenOptima: https://www.gen-optima.com/geo/comparing-siege-media-go-fish-digital-first-page-sage-strengths-weaknesses-and-the-geo-market-vacuum/
- Genesys Growth vs Animalz vs Siege Media: Finding the Right B2B SaaS Marketing Partner: https://www.genesysgrowth.la/blog/genesys-growth-vs-animalz-vs-siege-media
- Google Search — Siege Media GEO audit reviews (search results: https://www.google.com/search?q=Siege+Media+GEO+audit+review
- Siege Media: pricing, terms and reputation from public evidence: https://www.linkbuilding.wiki/wiki/siege-media/
- The 10 Best GEO Agencies in the UK | Agency Reviews: https://www.polarisagency.com/marketing-insights/best-geo-services-uk/
Additional AI research evidence85 records
- AI research evidence record openai:siege_geo_services
- AI research evidence record openai:siege_content_services
- AI research evidence record openai:clutch_siege
- AI research evidence record anthropic:4-1
- AI research evidence record openai:siege_geo_services
- AI research evidence record perplexity:c1
- AI research evidence record grok:5
- AI research evidence record grok:1
- AI research evidence record anthropic:4-3
- AI research evidence record anthropic:3-15
- AI research evidence record anthropic:11-18
- AI research evidence record anthropic:6-2
- AI research evidence record google:1.2.9
- AI research evidence record openai:siege_geo_services
- AI research evidence record openai:siege_content_services
- AI research evidence record anthropic:3-7
- AI research evidence record anthropic:3-8
- AI research evidence record anthropic:11-4
- AI research evidence record anthropic:23-6
- AI research evidence record anthropic:23-7
- AI research evidence record perplexity:c1
- AI research evidence record anthropic:34-6
- AI research evidence record anthropic:10-5
- AI research evidence record anthropic:10-6
- AI research evidence record anthropic:10-7
- AI research evidence record anthropic:2-5
- AI research evidence record anthropic:2-8
- AI research evidence record perplexity:c2
- AI research evidence record deepseek:c2
- AI research evidence record deepseek:c3
- AI research evidence record openai:siege_geo_services
- AI research evidence record anthropic:23-1
- AI research evidence record openai:clutch_siege
- AI research evidence record openai:siege_independent_terms
- AI research evidence record anthropic:22-1
- AI research evidence record perplexity:c11
- AI research evidence record anthropic:6-2
- AI research evidence record google:1.2.9
- AI research evidence record anthropic:4-3
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c5
- AI research evidence record perplexity:c3
- AI research evidence record kimi:siege_media_geo
- AI research evidence record kimi:geosolutions_audit
- AI research evidence record kimi:seograde_geo
- AI research evidence record openai:siege_content_services
- AI research evidence record anthropic:23-1
- AI research evidence record anthropic:23-2
- AI research evidence record openai:clutch_siege
- AI research evidence record google:1.2.3
- AI research evidence record anthropic:22-1
- AI research evidence record google:1.2.5
- AI research evidence record anthropic:1-10
- AI research evidence record openai:siege_geo_services
- AI research evidence record openai:siege_independent_terms
- AI research evidence record openai:siege_geo_services
- AI research evidence record anthropic:11-4
- AI research evidence record anthropic:1-3
- AI research evidence record anthropic:4-3
- AI research evidence record anthropic:15-6
- AI research evidence record anthropic:8-3
- AI research evidence record anthropic:8-6
- AI research evidence record openai:siege_geo_services
- AI research evidence record openai:siege_independent_terms
- AI research evidence record anthropic:2-5
- AI research evidence record anthropic:1-3
- AI research evidence record google:1.2.5
- AI research evidence record perplexity:c1
- AI research evidence record kimi:siege_media_geo
- AI research evidence record kimi:georaiser_audit
- AI research evidence record kimi:geoaudit_lab
- AI research evidence record kimi:geosolutions_audit
- AI research evidence record kimi:seograde_geo
- AI research evidence record kimi:georaiser_services
- AI research evidence record kimi:siege_media_geo
- AI research evidence record openai:siege_geo_services
- AI research evidence record anthropic:1-3
- AI research evidence record perplexity:c1
- AI research evidence record openai:siege_geo_services
- AI research evidence record google:1.2.9
- AI research evidence record google:1.2.5
- AI research evidence record anthropic:1-3
- AI research evidence record openai:siege_geo_services
- AI research evidence record anthropic:11-4
- AI research evidence record openai:siege_independent_terms
Other Sources
- Siege Media pricing review · Cited·Index: https://citedindex.com/siege-media
- Which Companies Offer AI SEO Audit Services in 2026? - Fuel Online: https://fuelonline.com/ai-seo-geo/which-companies-offer-ai-seo-audit-services/
Additional AI research evidence85 records
- AI research evidence record openai:siege_geo_services
- AI research evidence record openai:siege_content_services
- AI research evidence record openai:clutch_siege
- AI research evidence record anthropic:4-1
- AI research evidence record openai:siege_geo_services
- AI research evidence record perplexity:c1
- AI research evidence record grok:5
- AI research evidence record grok:1
- AI research evidence record anthropic:4-3
- AI research evidence record anthropic:3-15
- AI research evidence record anthropic:11-18
- AI research evidence record anthropic:6-2
- AI research evidence record google:1.2.9
- AI research evidence record openai:siege_geo_services
- AI research evidence record openai:siege_content_services
- AI research evidence record anthropic:3-7
- AI research evidence record anthropic:3-8
- AI research evidence record anthropic:11-4
- AI research evidence record anthropic:23-6
- AI research evidence record anthropic:23-7
- AI research evidence record perplexity:c1
- AI research evidence record anthropic:34-6
- AI research evidence record anthropic:10-5
- AI research evidence record anthropic:10-6
- AI research evidence record anthropic:10-7
- AI research evidence record anthropic:2-5
- AI research evidence record anthropic:2-8
- AI research evidence record perplexity:c2
- AI research evidence record deepseek:c2
- AI research evidence record deepseek:c3
- AI research evidence record openai:siege_geo_services
- AI research evidence record anthropic:23-1
- AI research evidence record openai:clutch_siege
- AI research evidence record openai:siege_independent_terms
- AI research evidence record anthropic:22-1
- AI research evidence record perplexity:c11
- AI research evidence record anthropic:6-2
- AI research evidence record google:1.2.9
- AI research evidence record anthropic:4-3
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c5
- AI research evidence record perplexity:c3
- AI research evidence record kimi:siege_media_geo
- AI research evidence record kimi:geosolutions_audit
- AI research evidence record kimi:seograde_geo
- AI research evidence record openai:siege_content_services
- AI research evidence record anthropic:23-1
- AI research evidence record anthropic:23-2
- AI research evidence record openai:clutch_siege
- AI research evidence record google:1.2.3
- AI research evidence record anthropic:22-1
- AI research evidence record google:1.2.5
- AI research evidence record anthropic:1-10
- AI research evidence record openai:siege_geo_services
- AI research evidence record openai:siege_independent_terms
- AI research evidence record openai:siege_geo_services
- AI research evidence record anthropic:11-4
- AI research evidence record anthropic:1-3
- AI research evidence record anthropic:4-3
- AI research evidence record anthropic:15-6
- AI research evidence record anthropic:8-3
- AI research evidence record anthropic:8-6
- AI research evidence record openai:siege_geo_services
- AI research evidence record openai:siege_independent_terms
- AI research evidence record anthropic:2-5
- AI research evidence record anthropic:1-3
- AI research evidence record google:1.2.5
- AI research evidence record perplexity:c1
- AI research evidence record kimi:siege_media_geo
- AI research evidence record kimi:georaiser_audit
- AI research evidence record kimi:geoaudit_lab
- AI research evidence record kimi:geosolutions_audit
- AI research evidence record kimi:seograde_geo
- AI research evidence record kimi:georaiser_services
- AI research evidence record kimi:siege_media_geo
- AI research evidence record openai:siege_geo_services
- AI research evidence record anthropic:1-3
- AI research evidence record perplexity:c1
- AI research evidence record openai:siege_geo_services
- AI research evidence record google:1.2.9
- AI research evidence record google:1.2.5
- AI research evidence record anthropic:1-3
- AI research evidence record openai:siege_geo_services
- AI research evidence record anthropic:11-4
- AI research evidence record openai:siege_independent_terms
Verify this research
Review the study details behind this page or download the public machine-readable verification record.
- Study date
- September 18, 2026
- Platforms analyzed
- 7
- Source records
- 36
- Ranking mentions
- 2 of 7
- Platform share
- 29%
- Final consensus rank
- #8
Research trail and source mix
Configured platforms
openai, anthropic, deepseek, grok, perplexity, kimi, google
Source mix
16 independent · 18 company-owned · 2 unclear
Evidence support
30 direct · 5 partial
Important limitation
Use the run research_date as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.
Source snapshot SHA-256 0f9afdca423e7b70fb1bf68df897abca54f28e0b2308719085c2adafeda5eb35