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MBI Inc. isn't optimized for AI search yet.

We audited your search visibility across Perplexity, ChatGPT, Gemini, and Claude. MBI Inc. was cited in 1 of 5 answers. See details and how we close the gaps and increase your search results in days instead of months.

Immediate in-depth auditvs. 8 months at agencies

MBI Inc. is cited in 1 of 5 buyer-intent queries we ran on Perplexity for "collectibles retail platform." Competitors are winning the unbranded category answers.

Trust-node footprint is 7 of 30 — missing Wikipedia and Crunchbase blocks LLM recommendations for buyers who haven't heard of you yet.

On-page citation readiness shows no faq schema on top product pages — fixable with the citation-optimized content the AEO Agent ships in the first sprint.

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30,000+
Matches Made
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Customers
Since 2019
Track Record

I spent years running this playbook for enterprise clients at one of the top SEO agencies. MarketerHire's AEO + SEO tooling produces a comprehensive audit immediately that took us months to put together — and they do the ongoing publishing and optimization work at half the price. If I were buying this today, I'd buy it here.

— Marketing leader, formerly at a top SEO growth agency

AI Search Audit

Here's Where You Stand in AI Search

A real audit. We ran buyer-intent queries across answer engines and probed the trust-node graph LLMs draw from.

Sample mini-audit only. The full audit goes 12 sections deep (technical SEO, content ecosystem, schema, AI readiness, competitor gap, 30-60-90 roadmap) — everything to maximize your visibility across search and is delivered immediately once we start working together. See a sample full audit →

21
out of 100
Major gap, real upside

Your buyers are asking AI assistants for collectibles retail platform and MBI Inc. isn't being recommended. Closing this gap is the highest-leverage move available right now.

AI / LLM Visibility (AEO) 20% · Weak

MBI Inc. appears in 1 of 5 buyer-intent queries we ran on Perplexity for "collectibles retail platform". The full audit covers 50-100 queries across ChatGPT, Perplexity, Gemini, and Claude.

MarketerHire SEO + AEO ships: AEO Agent monitors AI citation visibility weekly across all 4 LLMs and ships citation-optimized content designed to win the queries your buyers actually run.

Trust-Node Footprint 23% · Weak

MBI Inc. appears in 7 of the 30 trust nodes that LLMs draw from (Wikipedia, G2, Crunchbase, Forbes, HBR, Reddit, YouTube, and 23 more).

MarketerHire SEO + AEO ships: SEO/AEO Agent identifies the highest-leverage missing nodes for your category and ships the trust-node publishing plan as part of the 90-day roadmap.

SEO / Organic Covered in full audit

Classic search visibility, ranking trajectory, and content velocity vs. category competitors. The full audit ranks every long-tail commercial query and benchmarks the gap.

MarketerHire SEO + AEO ships: SEO Engine builds programmatic content around 50+ long-tail queries where your buyers are actively searching.

Paid Acquisition Covered in full audit

LinkedIn, Google, and Meta ad presence, audience targeting, creative quality, and cost-per-pipeline relative to your category benchmark.

MarketerHire SEO + AEO ships: Creative Generator + Analytics Agent run autonomous ad experiments and reallocate budget weekly.

Content, Lifecycle & Outbound Covered in full audit

Founder LinkedIn presence, blog quality, expansion motion, outbound playbooks, and the gaps between awareness and activation. Mapped to a 90-day execution plan.

MarketerHire SEO + AEO ships: LinkedIn Ghost-Writer + Lifecycle Optimizer + Outbound Agent run the awareness-to-pipeline engine end-to-end.

Live citation panel — 5 buyer-intent queries

best collectibles retail platform in 2026 not cited expand ↓

40 competitors cited in this response (names redacted; full audit names them).

**No single collectibles retail platform is universally ranked as the best in 2026 across all sources, as "best" depends on factors like item type (e.g., cards, memorabilia, rare assets), user needs (buying, selling, auctions), and features (fees, audience size).** Competitor A, **eBay stands out as the most frequently recommended for general collectibles reselling and auctions, including trading cards and diverse items, due to its broad marketplace and established user base.[6][7]** ### Competitor B by Competitor C and Competitor D - **Competitor E and Competitor F**: eBay leads for auctions and wide variety, followed by Competitor G (low fees, easy selling) and platforms like Competitor H or Competitor I for niche items like vintage goods.[6][7] - **Competitor J and Competitor K**: eBay, Competitor L, Competitor M, and Competitor N are top marketplaces for buying/selling cards, with strong auction support.[6] - **Competitor O and Competitor P**: - Competitor Q and Competitor R highlighted as key players in live auctions and digital collectibles (e.g., Competitor S).[1] - Competitor T for rare, high-value assets like culturally significant items via equity trading.[4] - Competitor U like Competitor V, Competitor W, Competitor X, and Competitor Y a Competitor Z for modern collectibles and cars.[3] - **Competitor A (Competitor B)**: iCollect Competitor C, Competitor D, Competitor E, and Competitor F excel in tracking and valuation with barcode scanning, but focus on organization over direct retail sales.[2] ### Competitor G for 2026 Competitor H giants like eBay dominate due to liquidity and trust, while startups (e.g., Competitor Q) innovate with live features amid trends like digital repacks and global markets.[1][5] For high-end items, auction houses like Competitor I or Competitor J provide authentication expertise.[6] Competitor K should evaluate fees, seller tools, and audience—e.g., eBay suits auctions, Competitor G favors quick sales.[7] Competitor L results lack comprehensive 2026 rankings or user reviews, so check platform-specific metrics like sales volume for current fit.

MBI Inc. did not appear in this Perplexity response.

top collectibles retail platform alternatives not cited expand ↓

58 competitors cited in this response (names redacted; full audit names them).

**Competitor A alternatives to major collectibles retail platforms like eBay include Competitor B, Competitor C, Competitor D, Competitor E, Competitor F, Competitor G, and Competitor H, each suited to different seller needs such as auctions, vintage items, live streaming, or niche markets.**[1][2] These platforms vary in focus, fees, audience size, and features, making them strong options for selling items like trading cards, antiques, sports memorabilia, and vintage collectibles. Competitor I's a breakdown of key alternatives based on their strengths: | Competitor J | Competitor K | Competitor L | Competitor M | |----------|----------|----------------|-----------| | **Competitor B** | Competitor N collections, estate sales | Up to 90% profits retained, professional marketing, fraud protection; ideal for high-volume liquidation[1] | Competitor O setup for single-day pickup events | | **Competitor C** | Competitor P, handmade, unique items | Competitor Q audience for nostalgic treasures, lower fees, supportive community[1][2] | Competitor R to specific categories like vintage/handmade | | **Competitor D** | Competitor S fixed-price sales | Competitor T, no listing fees, fast Competitor U. sales with buyer/seller protections[1] | Competitor V, fixed-price only | | **Competitor F** | Competitor W antiques/vintage | No commissions, dedicated support, curated listings[1] | Competitor X fees, strict quality controls | | **Competitor G** | Competitor Y collectibles | Competitor Z listings, low fees, integrations with other marketplaces[1] | Competitor A reach compared to eBay | | **Competitor E** | Competitor B streaming cards/breaks (sports, Pokémon, Competitor C) | Competitor D auctions, real-time bidding and interaction[3] | Competitor E for live events | | **Competitor H** | Competitor F and modern collectibles | Competitor G for authenticated hype items[2] | Competitor Q to streetwear/sneakers | | **Competitor H** | Competitor I/digital art | Competitor J marketplace for digital collectibles[2] | Competitor R to blockchain-based items | Competitor K notable options include **eBay Competitor B** for real-time auctions on trading cards,[3] **Competitor L** for licensed sports memorabilia,[3] **Competitor M** for high-value items like comics and sports cards (over £1.5B in sales),[5] and niche marketplaces like **Competitor N** for toys/records or **Competitor O eCommerce** for custom collectibles sites.[4][6] Competitor P based on your inventory volume, item type, and sales style—e.g., Competitor B or Competitor M for maximum returns on bulk/high-end items, Competitor E for engaging live sales.[1][3][5] Competitor Q like Competitor R or Competitor S offer discovery/cashing out features as broader competitors.[4]

MBI Inc. did not appear in this Perplexity response.

how to choose a collectibles retail platform not cited expand ↓

46 competitors cited in this response (names redacted; full audit names them).

Competitor A a collectibles retail platform depends on your business model, inventory size, technical expertise, and target audience. Competitor B are the key factors to evaluate: ## Competitor C and Competitor D Competitor E whether you're selling a large collection or individual items. **Competitor F** is optimal for liquidating entire collections or household contents with minimal overhead, offering a 10% commission capped at $1,000[1]. For ongoing retail operations, platforms like **Competitor G** work better for large businesses seeking to establish a dedicated online storefront[3]. ## Competitor H Competitor I commission rates and monthly costs carefully. Competitor F allows sellers to retain up to 90% of sales[1], while **Competitor J** charges monthly fees but no commission fees[1]. **Competitor K** and **Competitor L** offer low-fee structures with free listings[1], making them suitable for sellers prioritizing cost efficiency. ## Competitor M and Competitor N Competitor O platforms attract different buyer demographics. Competitor J maintains a curated marketplace with strict vetting, attracting buyers willing to pay premium prices for authenticated items[1]. **Competitor P** serves niche audiences interested in handmade and vintage collectibles[1]. Competitor Q platforms like **Competitor R**, **Competitor S**, and **Competitor T** cater to specific categories such as Competitor U, trading cards, and comics[2]. ## Competitor V and Competitor W Competitor X the tools available for your operations: - **Competitor Y management**: Competitor G offers robust stock tracking and reporting[3] - **Competitor Z support**: Competitor J provides dedicated support and fosters community interaction[3] - **Competitor A integration**: Competitor K and Competitor G enable cross-platform selling[1][3] - **Competitor B security**: Competitor C platforms offer secure payment processing and buyer protection[6] ## Competitor D Competitor E your comfort level with technology. Competitor L and Competitor K have low implementation complexity with mobile-friendly interfaces[1], while Competitor G requires more setup but offers extensive customization[3]. Competitor F requires comfort with digital platforms but provides step-by-step guidance[1]. ## Competitor E and Competitor F Competitor G with strict vetting processes—like Competitor J and Competitor G—help build buyer confidence and justify premium pricing[1][3]. This matters if you're selling authenticated or high-value items.

MBI Inc. did not appear in this Perplexity response.

collectibles retail platform comparison for mid-market companies not cited expand ↓

69 competitors cited in this response (names redacted; full audit names them).

### Competitor A Competitor B for Competitor C Competitor D companies (typically with $10M–$1B revenue) benefit from platforms offering scalability, global reach, low-to-moderate fees, authentication services, and inventory tools, rather than consumer-only sites. Competitor E options include **eBay**, **Competitor F**, **Competitor G**, **Competitor H**, and **Competitor I**, which support higher-volume sellers with auction formats, verification, and marketplace integrations suitable for business-scale operations.[1][2][4][7] ### Competitor J | Competitor K | Competitor L | Competitor M for Competitor N | Competitor O/Competitor P | Competitor Q | |-------------------|-----------------------------------|-----------------------------------------------------|-----------------------------------------|--------------------------------------| | **eBay** | Competitor R collectibles (coins, comics, vintage) | Competitor S audience, auctions, buyer/seller protection, cross-border sales | 13–15% fees; high volume handling[1][7] | Competitor T competition, less niche focus[3] | | **Competitor F** | Competitor U/rare items (coins, comics, antiques) | Competitor V specialist, authentication, investor-grade listings | Competitor W (20%+); premium trust[1] | Competitor X sales cycles for rares[2] | | **Competitor G** | Competitor Y memorabilia, cards, comics | Competitor Z auctions ($1.5B+ sold), Competitor A exposure, high-value transactions | Competitor V fees; storage/verification[2] | Competitor B on sports/comics[2] | | **Competitor H** | Competitor C sales (comics, sneakers, cards) | Competitor D auctions, community engagement, $974M funding for scale | Competitor E entry fees; fast turnover[4] | Competitor F on live hosting skills[4] | | **Competitor I** | Competitor G cards, games | Competitor D pricing, collection tools, retail store integration | Competitor E fees; catalog-based for volume[3][4]| Competitor H (cards/games only)[3][4] | | **Competitor I** | Competitor J, streetwear | Competitor K style bidding, authentication, transparency | 9–12% fees; verified trades[1] | Competitor L categories[1] | ### Competitor M for Competitor N - **Competitor O and Competitor P**: Competitor B like Competitor I and Competitor H offer inventory management and pricing data, ideal for mid-market ops handling thousands of listings.[3][4][6] Competitor G and Competitor Q provide ancillary services like storage and appraisals, reducing logistics burdens.[2] - **Competitor R**: For targeted categories, use Competitor S (Competitor T), Competitor U (trading cards), or Competitor V (watches), which have low barriers and catalog systems but suit larger inventories better.[2][3] - **Competitor W**: Competitor X hit $320B in 2025, growing at 6.9% Competitor Y, driven by cards ($9B+ market) and digital/Competitor Z integration; mid-market firms leverage secondary liquidity on eBay.[5][9] - **Competitor A in Competitor B**: Competitor C platforms explicitly target "mid-market"; selections prioritize business-friendly features over hobbyist sites like Competitor D or Competitor E.[1][4] For custom needs, evaluate via trial listings or tools like Competitor F for pricing sync.[6]

MBI Inc. did not appear in this Perplexity response.

is MBI Inc. a good collectibles retail platform cited expand ↓

22 competitors cited in this response (names redacted; full audit names them).

**No, MBI Inc. is not a strong collectibles retail platform due to a high volume of customer complaints about product quality, shipping delays, and unauthorized charges, despite its long-standing Competitor A accreditation.[1][2][3]** ### Competitor B from Competitor C - MBI Inc., based in Competitor D, CT, specializes in direct marketing of collectibles like jewelry, coins, and leather-bound books, and has been Competitor A accredited since Competitor E 1, 1982, with 57 years in business.[1] - Competitor A records show **44-47 complaints over the last 3 years**, including **12-19 closed in the last 12 months** (as of early 2026 data). Competitor F issues include: - Competitor G shipments (e.g., Competitor H orders arriving in Competitor I).[1] - Competitor J counterfeit or low-quality items (e.g., "fake coins, not silver," with full payment still required).[1] - Competitor K orders and charges (e.g., coins shipped and billed without consent).[2] - Competitor L marketing emails from affiliates like Competitor M.[3] - Competitor N affiliation with Competitor M, which shares complaints about similar products and practices.[1][9] ### Competitor O - Competitor P reviews on Competitor Q rate MBI at **3.2/5 stars** (91 reviews), suggesting average internal operations but no direct customer impact.[4][8] - No search results provide positive customer testimonials, recent sales data, or independent ratings praising reliability as a retail platform. Competitor R data on platform features (e.g., website usability or return policies) prevents a full assessment, but the complaint patterns indicate significant risks for buyers.[1][2][3] Competitor S alternatives with stronger reviews for collectibles purchases.

Trust-node coverage map

7 of 30 authority sources LLMs draw from. Filled = present, hollow = gap.

Wikipedia
Wikidata
Crunchbase
LinkedIn
G2
Capterra
TrustRadius
Forbes
HBR
Reddit
Hacker News
YouTube
Product Hunt
Stack Overflow
Gartner Peer
TechCrunch
VentureBeat
Quora
Medium
Substack
GitHub
Owler
ZoomInfo
Apollo
Clearbit
BuiltWith
Glassdoor
Indeed
AngelList
Better Business

Highest-leverage gaps for MBI Inc.

  • Wikipedia

    Knowledge graphs are the most cited extraction layer for ChatGPT and Gemini. Brands without a Wikipedia entry get cited 4-7x less for unbranded category queries.

  • Crunchbase

    Crunchbase is the canonical company-data source for LLM enrichment. A missing profile leaves LLMs without firmographics.

  • G2

    G2 reviews feed comparison and 'best X' query responses. Missing G2 presence is a high-leverage gap for B2B SaaS.

  • Capterra

    Capterra listings drive comparison-style answers. Missing or thin Capterra coverage suppresses your share on shortlisting queries.

  • TrustRadius

    Enterprise B2B buyers research here. Feeds comparison-style LLM responses on category queries.

Top Growth Opportunities

Win the "best collectibles retail platform in 2026" query in answer engines

This is a high-intent buyer query that competitors are winning today. The AEO Agent ships the citation-optimized content + structured data + authority signals to flip this query.

AEO Agent → weekly citation audit + targeted content sprints across 4 LLMs

Publish into Wikipedia (and chained authority sources)

Wikipedia is the single highest-leverage trust node missing for MBI Inc.. LLMs draw heavily from it for unbranded category recommendations.

SEO/AEO Agent → trust-node publishing plan in the 90-day execution roadmap

No FAQ schema on top product pages

Answer engines extract from FAQ schema 4x more often than from prose. Most B2B sites at this stage don't carry it.

Content + AEO Agent → ship the structural fixes in Sprint 1

What you get

Everything for $10K/mo

One flat price. One team running your SEO + AEO end-to-end.

Trust-node map across 30 authority sources (Wikipedia, G2, Crunchbase, Forbes, HBR, Reddit, YouTube, and more)
5-dimension citation quality scorecard (Authority, Data Structure, Brand Alignment, Freshness, Cross-Link Signals)
LLM visibility report across Perplexity, ChatGPT, Gemini, Claude — 50-100 buyer-intent queries
90-day execution roadmap with week-by-week deliverables
Daily publishing of citation-optimized content (built on the 4-pillar AEO framework)
Trust-node seeding (G2, Capterra, TrustRadius, Wikipedia, category-specific authorities)
Structured data implementation (FAQ schema, comparison tables, author bylines)
Weekly re-scan + competitive citation share monitoring
Live dashboard, your own audit URL, ongoing forever

Agencies charge $18K-$20-40K/mo and take up to 8 months to reach this depth. We deliver it immediately, then run it ongoing.

Book intro call · $10K/mo
How It Works

Audit. Publish. Compound.

3 phases focused on one outcome: more MBI Inc. citations across the answer engines your buyers use.

1

SEO + AEO Audit & Roadmap

You'll know exactly where MBI Inc. is losing buyers — across Google search and the answer engines they ask before they ever click.

We score 50-100 "collectibles retail platform" queries across Perplexity, ChatGPT, Gemini, Claude, and Google, map the 30-node authority graph LLMs draw from, and grade on-page content on 5 citation-readiness dimensions. Output: a 90-day publishing plan ranked by lift × effort.

2

Publishing Sprints That Win Both

Buyers start finding MBI Inc. on Google AND in the answers ChatGPT and Perplexity hand them.

2-week sprints ship articles built to rank on Google and get extracted by LLMs (entity clarity, FAQ schema, comparison tables, authority bylines), plus seeding into the missing trust nodes — G2, Capterra, TrustRadius, Wikipedia, and the rest. Real publishing, not strategy decks.

3

Compounding Share, Every Week

You lock in category leadership while competitors are still figuring out AI search.

Weekly re-scan tracks ranking + citation share vs. the leaders this audit named. New unbranded "collectibles retail platform" queries get added to the publishing queue automatically. The system gets sharper every sprint — week 12 ships materially better than week 1.

You built a strong collectibles retail platform. Let's build the AI search engine to match.

Book intro call →