OPINION OF THE COURT
GARTH, Circuit Judge:
In this petition for review, we are asked to determine whether the Interstate Commerce Commission (“ICC”) erred in granting L.S. Geist, Inc. (“Geist”) authority to transport general commodities without a bulk1 restriction. The petitioner, Port Norris Express Co., Inc. (“Port Norris”), argues that Geist did not present sufficient evidence to support the ICC’s finding that there was a need for general bulk service, and that therefore, such authority was improperly granted by the ICC.
After a careful review of the record, we conclude that Geist did not present substantial evidence of a public demand or need for bulk service. Accordingly, we grant Port Norris’ petition.
I.
On July 1, 1983, Geist filed an application with the ICC which sought to expand its existing radial2 authorization to transport commodities. Geist’s existing authority allowed it to transport food and related, specified products in non-bulk form. Geist also had the authority to transport fruit juices in bulk form. In its application for extended authorization, Geist sought non-[60]*60radial3 authority to transport “[g]eneral commodities (except classes A and B explosives, household goods, and commodities in bulk)”4 among a total of 32 states. App. at 4.
In support of its application, Geist submitted statements from eleven shippers, many of which Geist was already servicing under its existing authority. These shippers expressed a need for more complete and dependable transportation of their particular commodities. Their products included printing paper, tires, wheels, tubes, mobile homes, fertilizer, farm equipment, shell eggs, liquid egg tankers, baked goods, and raw ingredients. App. at 17. In addition, the eleven shippers identified specific origin and destination points between which they required transport for their products. None of the shippers expressed a need for bulk service, nor did any shipper state that Geist was currently providing it with bulk service.
Also submitted in support of Geist’s application was the verified statement of Lawrence S. Geist, president of the company. In that statement, Lawrence Geist averred that his company owned and operated seven tractors, eight insulated trailers, six refrigerated trailers, seven open top trailers, four flat-bed trailers, and one “straight truck.” He stated that he was fully familiar with the safety regulations promulgated by the Department of Transportation and the ICC. App. at 10. Lawrence Geist also stated that he sought expanded authority, which would permit the carriage of products other than food and related commodities, because his present limited authority often prevented his company from obtaining other commodities to transport on its return trips (backhaul). Lawrence Geist claimed that this deadhead hauling resulted in inefficient service. App. at 11-12.
As previously noted, although Geist’s application did not seek authority to transport bulk commodities, the verified statement of Lawrence Geist did not exclude bulk transportation from the authority sought. Nevertheless, Lawrence Geist’s verified statement did not specify that there existed a public demand or need for bulk transportation, nor did his statement claim that his company was currently providing such bulk service.
Thus, at the time the ICC granted Geist general bulk authority, which is the only authority at issue in this case, the ICC had before it, in addition to the Geist application for extended authority (for other commodities to other states), the following evidence: (1) Geist’s existing authority; (2) the statements from eleven shippers in support of Geist’s application for extended authority; and (3) Lawrence Geist’s verified statement.
The ICC Review Board, in determining that Geist had presented sufficient evidence of a public need for bulk authority, stated:
The commodities of the supporting shippers cover several generic groups and includes some items which are susceptible to transportation in bulk____ When the shipper evidence is considered .along with the scope of applicant’s present exempt operations, and the difficulty applicant has encountered in obtaining sufficient return traffic to operate efficiently, we conclude a public demand or need has been demonstrated for the entire scope of authority sought.
App. at 83.
Port Norris filed an appeal from the Review Board’s decision, arguing that Geist had failed to present any evidence of a need for bulk transportation authority. The Appeals Division of the ICC, relying entirely on the Review Board’s reasoning, rejected Port Norris’ argument. Port Nor[61]*61ris then petitioned this court for review of the ICC’s grant of bulk authority.
II.
Under the Motor Carrier Act of 1980, Pub.L. No. 96-296, 94 Stat. 793 (1980), before the ICC may grant authority to an applicant, it must find that the applicant is “fit, willing, and able” to perform the authorized service. 49 U.S.C. 10922(b)(1)(A). Further, under section 10922(b)(1)(B), the ICC must find that there is a “public demand or need” for the service. In the present case, Port Norris does not question Geist’s fitness, willingness, or ability to transport general commodities in bulk,5 rather Port Norris challenges only whether Geist has evidenced a public demand or need for such transportation. Our scope of review under the Administrative Procedure Act precludes us from reversing a decision by the ICC unless we find that the ICC’s decision in granting authority was “arbitrary, capricious” or “unsupported by substantial evidence.” 5 U.S.C. § 706(2)(A)(E). See Port Norris Express Co., Inc. v. I.C.C., 729 F.2d 204, 207 (3d Cir.1984) (“Port Norris III"). Substantial evidence has been held to mean “such relevant evidence as a reasonable mind might accept as adequate to support a conclusion.” Universal Camera Corp. v. N.L.R.B., 340 U.S. 474, 477, 71 S.Ct. 456, 459, 95 L.Ed. 456 (1951).
The present case raises the same issues as those addressed by this court’s prior decision in Port Norris Express Co., Inc. v. I.C.C., 687 F.2d 803 (3d Cir.1982) (“Port Norris F’). In Port Norris I, we were asked, as we are here, to review an ICC’s grant of general bulk authority to determine whether the ICC’s decision was supported by substantial evidence. One of the contentions with which we dealt in Port Norris I was that the carrier in question, Dennis Trucking Company, did not present sufficient evidence of a public demand or need for bulk service. Although this court in Port Norris I ultimately concluded that Dennis Trucking did not demonstrate sufficient public need for bulk transportation to support the ICC’s grant of general bulk authority, it nevertheless held that there were many possible sources through which an applicant could introduce such evidence.
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OPINION OF THE COURT
GARTH, Circuit Judge:
In this petition for review, we are asked to determine whether the Interstate Commerce Commission (“ICC”) erred in granting L.S. Geist, Inc. (“Geist”) authority to transport general commodities without a bulk1 restriction. The petitioner, Port Norris Express Co., Inc. (“Port Norris”), argues that Geist did not present sufficient evidence to support the ICC’s finding that there was a need for general bulk service, and that therefore, such authority was improperly granted by the ICC.
After a careful review of the record, we conclude that Geist did not present substantial evidence of a public demand or need for bulk service. Accordingly, we grant Port Norris’ petition.
I.
On July 1, 1983, Geist filed an application with the ICC which sought to expand its existing radial2 authorization to transport commodities. Geist’s existing authority allowed it to transport food and related, specified products in non-bulk form. Geist also had the authority to transport fruit juices in bulk form. In its application for extended authorization, Geist sought non-[60]*60radial3 authority to transport “[g]eneral commodities (except classes A and B explosives, household goods, and commodities in bulk)”4 among a total of 32 states. App. at 4.
In support of its application, Geist submitted statements from eleven shippers, many of which Geist was already servicing under its existing authority. These shippers expressed a need for more complete and dependable transportation of their particular commodities. Their products included printing paper, tires, wheels, tubes, mobile homes, fertilizer, farm equipment, shell eggs, liquid egg tankers, baked goods, and raw ingredients. App. at 17. In addition, the eleven shippers identified specific origin and destination points between which they required transport for their products. None of the shippers expressed a need for bulk service, nor did any shipper state that Geist was currently providing it with bulk service.
Also submitted in support of Geist’s application was the verified statement of Lawrence S. Geist, president of the company. In that statement, Lawrence Geist averred that his company owned and operated seven tractors, eight insulated trailers, six refrigerated trailers, seven open top trailers, four flat-bed trailers, and one “straight truck.” He stated that he was fully familiar with the safety regulations promulgated by the Department of Transportation and the ICC. App. at 10. Lawrence Geist also stated that he sought expanded authority, which would permit the carriage of products other than food and related commodities, because his present limited authority often prevented his company from obtaining other commodities to transport on its return trips (backhaul). Lawrence Geist claimed that this deadhead hauling resulted in inefficient service. App. at 11-12.
As previously noted, although Geist’s application did not seek authority to transport bulk commodities, the verified statement of Lawrence Geist did not exclude bulk transportation from the authority sought. Nevertheless, Lawrence Geist’s verified statement did not specify that there existed a public demand or need for bulk transportation, nor did his statement claim that his company was currently providing such bulk service.
Thus, at the time the ICC granted Geist general bulk authority, which is the only authority at issue in this case, the ICC had before it, in addition to the Geist application for extended authority (for other commodities to other states), the following evidence: (1) Geist’s existing authority; (2) the statements from eleven shippers in support of Geist’s application for extended authority; and (3) Lawrence Geist’s verified statement.
The ICC Review Board, in determining that Geist had presented sufficient evidence of a public need for bulk authority, stated:
The commodities of the supporting shippers cover several generic groups and includes some items which are susceptible to transportation in bulk____ When the shipper evidence is considered .along with the scope of applicant’s present exempt operations, and the difficulty applicant has encountered in obtaining sufficient return traffic to operate efficiently, we conclude a public demand or need has been demonstrated for the entire scope of authority sought.
App. at 83.
Port Norris filed an appeal from the Review Board’s decision, arguing that Geist had failed to present any evidence of a need for bulk transportation authority. The Appeals Division of the ICC, relying entirely on the Review Board’s reasoning, rejected Port Norris’ argument. Port Nor[61]*61ris then petitioned this court for review of the ICC’s grant of bulk authority.
II.
Under the Motor Carrier Act of 1980, Pub.L. No. 96-296, 94 Stat. 793 (1980), before the ICC may grant authority to an applicant, it must find that the applicant is “fit, willing, and able” to perform the authorized service. 49 U.S.C. 10922(b)(1)(A). Further, under section 10922(b)(1)(B), the ICC must find that there is a “public demand or need” for the service. In the present case, Port Norris does not question Geist’s fitness, willingness, or ability to transport general commodities in bulk,5 rather Port Norris challenges only whether Geist has evidenced a public demand or need for such transportation. Our scope of review under the Administrative Procedure Act precludes us from reversing a decision by the ICC unless we find that the ICC’s decision in granting authority was “arbitrary, capricious” or “unsupported by substantial evidence.” 5 U.S.C. § 706(2)(A)(E). See Port Norris Express Co., Inc. v. I.C.C., 729 F.2d 204, 207 (3d Cir.1984) (“Port Norris III"). Substantial evidence has been held to mean “such relevant evidence as a reasonable mind might accept as adequate to support a conclusion.” Universal Camera Corp. v. N.L.R.B., 340 U.S. 474, 477, 71 S.Ct. 456, 459, 95 L.Ed. 456 (1951).
The present case raises the same issues as those addressed by this court’s prior decision in Port Norris Express Co., Inc. v. I.C.C., 687 F.2d 803 (3d Cir.1982) (“Port Norris F’). In Port Norris I, we were asked, as we are here, to review an ICC’s grant of general bulk authority to determine whether the ICC’s decision was supported by substantial evidence. One of the contentions with which we dealt in Port Norris I was that the carrier in question, Dennis Trucking Company, did not present sufficient evidence of a public demand or need for bulk service. Although this court in Port Norris I ultimately concluded that Dennis Trucking did not demonstrate sufficient public need for bulk transportation to support the ICC’s grant of general bulk authority, it nevertheless held that there were many possible sources through which an applicant could introduce such evidence. We stated that a demonstration of public need “could be made by public officials, shippers, receivers, trade associations, civic associations, consumers, and employee groups, as well as by the applicant itself.” 687 F.2d at 807 (quoting H.R.Rep. No. 96-1069, 96th Cong., 2d Sess. 14-15 reprinted in 1980 U.S.Code Cong. & Ad.News 2283, 2296-97).
In the present case, the ICC concluded that there existed a public demand or need for bulk transportation. It based its decision on three grounds: (1) the “susceptibility” of the supporting shipper’s commodities to. movement in bulk form; (2) the scope of Geist’s existing authority; and (3) the difficulty Geist reported in obtaining backhauls and in operating efficiently. To determine whether the ICC’s decision can be upheld, we must examine each of these grounds in turn to decide whether, individually or combined, they constitute substantial evidence of a public demand or need for bulk transportation.
A.
Not one of the eleven supporting shippers had expressed a need for transportation of commodities in bulk. Rather, the ICC inferred that need from the fact that certain of these shippers’ commodities were “susceptible” to bulk transportation. In Port Norris I, this court addressed the permissible inferences that could be drawn from the statements of shippers in support of an applicant’s requested authority:
The evidence of public demand or need in this proceeding is so indirect and speculative as to fail even the minimal standard of section 10922(b)(1)(B). Of course, the ICC is entitled to make certain inferences from the evidence. But when the sole “evidence presented by persons supporting the issuance of the [62]*62certifícate” pursuant to section 10922(b)(1)(B) is the statements of shippers who plan to use the service proposed, it cannot be too much to expect one or more of these shippers — we express no view as to how many are needed — to make it clear that they believe they have some need or are prepared to make a demand for the service.
687 F.2d at 813.
Thus, in Port Norris I, we required some amount of direct evidence from the shippers that they affirmatively desired or had a need for bulk service. Here, as in Port Norris I, no such direct evidence was presented. Indeed, no evidence whatsoever bearing on the demand or need for bulk service was forthcoming. Consequently, in the present case, the ICC’s mere reliance on the “susceptibility” of certain shippers’ commodities to transportation in bulk was inappropriate and insufficient for purposes of satisfying the statutory requirements.
B.
The ICC also based its decision to grant bulk authority on the scope of Geist’s existing authority. That authority, which limited Geist to carrying food and related specified products in nonbulk form, also permitted Geist to transport in tank vehicles, fruit juices in bulk from an eleven state area to Berks County, Pennsylvania.
We note initially that Geist’s existing specific bulk authority is, in essence, the only factor that might distinguish the instant case from Port Norris I, where the applicant had no existing bulk authority for any product. However, the evidence of Geist’s existing authority, even though it includes bulk transportation of fruit juices, is, without more, only tangentially related to the existence of a public demand or need for bulk transportation.
First, although it is acknowledged that Geist possessed the authority to carry fruit juices in bulk, the record is barren of any proof that Geist ever exercised that authority by transporting juices in bulk form. Second, it strikes us as significant that if this aspect of Geist’s evidence was determinative of the ICC’s ruling, we would have expected that specific mention of such bulk transport would have appeared in the Review Board’s decision. As we have observed, it did not. The Review Board referred only to “the scope of applicant’s [Geist’s] present exempt operations.” App. at 83.
In any event, we conclude that the mere existence of Geist’s existing bulk authority, without at least further evidence that Geist was, in fact, exercising that authority, cannot constitute sufficient evidence to demonstrate a public demand or need for bulk transportation.
C.
Finally, the ICC relies upon Geist’s difficulty in obtaining sufficient return traffic (i.e., backhauling) to operate efficiently as additional evidence to support its grant of bulk authority. We accord this evidence little weight, however, since there is nothing in the record to suggest that the return traffic to which Geist referred, involved or required transportation of commodities in bulk as distinct from transportation of non-bulk products. Although the ICC apparently inferred that the backhaul problem related to bulk transportation, on this record, such an inference can constitute no more than speculation, and is insufficient to support a grant of bulk authority under the Motor Carrier Act.
D.
The ICC argues in its brief that its decision was also based on the fact that a grant of bulk authority to Geist would result in more efficient operations, and would enable Geist to provide a more complete service. This, in turn, it is contended, would lead to enhanced competition, all to the benefit of shippers and the general public.
Even assuming these were valid considerations which would satisfy the statute’s mandate, we are limited on review to the grounds on which the Review Board relied. Our task in determining whether the ICC’s decision was arbitrary, capri[63]*63cious, or unsupported by substantial evidence is necessarily informed by the evidence before the ICC as well as by the ICC’s reasoning. Because this efficiency argument was apparently not considered by the Review Board (it does not appear in the Review Board’s opinion), we will not consider it on this petition for review. As this Court recognized in Port Norris I:
The “reasoned basis for the agency’s action” must be provided by the agency in the administrative proceedings. We “may not accept appellate counsel’s post hoc rationalizations for agency action.”
687 F.2d at 810 (citations omitted). Moreover, even if the Review Board did rely on this efficiency argument, such policy grounds have been held to be insufficient to support a grant of bulk authority. The ICC must identify evidence on the record, apart from policy grounds, which demonstrate a public demand or need for bulk transportation. See Port Norris I, 687 F.2d at 809-11. See also, Port Norris III, 729 F.2d at 207.
III.
Thus, after a careful reading of the record, we conclude that the three grounds upon which the ICC relied do not constitute . substantial evidence of public demand or need for bulk transportation, which would authorize the ICC to grant general bulk authority to Geist. Nor are we persuaded by the policy argument which appears in the ICC’s brief. Our decision, of course, does not prevent Geist from submitting another application for bulk authority, and supporting that application with direct evidence that there exists a public demand for such bulk service. We hold only that, on the basis of the record before us, Geist has failed to meet the statutory requirement of 49 U.S.C. § 10922(b)(1)(B) in the present case.
Accordingly, we will grant Port Norris’ petition for review, and the grant of authority to Geist insofar as the grant encompasses authority to transport in bulk will be vacated.6